Roboflow Model Leaderboard

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0.001,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"iou":0.7,"max_det":100,"verbose":false}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":704,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":576,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":384,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":300,"num_select":300,"resolution":512,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":700,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; IoU threshold is not inference confidence; no peak-F1 or confidence-optimization claim; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.50:0.95; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; all objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; large objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; medium objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.

COCO 2017 object detection; small objects; publisher-reported mAP at evaluation IoU 0.75; source fractions on 0–1 scale; inference parameters {"num_queries":null,"num_select":null,"resolution":880,"threshold":0}; linked evaluator loads val2017/instances_val2017, but live table does not identify its split or dataset digest; declared model variants, not verified execution checkpoint hashes; executed dependency versions, hardware, precision, run count and uncertainty not supplied; publisher run-record date, not release date; size boundaries and exact aggregation implementation unverified; Unknown release date for the January 15 evaluated checkpoint. Version 1.4.0 on January 22 2026 explicitly introduces new L/XL/2XL checkpoints. Do not silently assign those later checkpoint identities to earlier runs.