Model results

Roboflow Model Leaderboard

Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.

Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.

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Roboflow Model Leaderboard · F1 at IoU 0.50, large objects

Source: Roboflow Model Leaderboard (reviewed publisher results)
Version: COCO 2017 (publisher version unspecified)
Measurement date: 2025-07-21
Metric: fraction · Higher is better
Evaluation scope: 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

Exact score ties share a position. Positions do not establish statistical significance. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.

#1YOLOv8x
ultralytics/yolov8x
0.4426103263922465 fraction
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#2YOLOv8l
ultralytics/yolov8l
0.42153564096705914 fraction
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#3YOLOv8m
ultralytics/yolov8m
0.3789565098419164 fraction
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#4YOLOv8s
ultralytics/yolov8s
0.32873427372441455 fraction
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#5YOLOv8n
ultralytics/yolov8n
0.25789141676149696 fraction
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#6YOLO11s
ultralytics/yolo11s
0.22090369066354176 fraction
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#7YOLO11l
ultralytics/yolo11l
0.220877503425415 fraction
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#8YOLO11m
ultralytics/yolo11m
0.21366454874315907 fraction
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#9YOLOv13l
imoonlab/yolov13l
0.21068623838423592 fraction
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#10YOLO11x
ultralytics/yolo11x
0.2088657106751014 fraction
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#11YOLOv13s
imoonlab/yolov13s
0.20606617775201655 fraction
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#12YOLO11n
ultralytics/yolo11n
0.20187456145749524 fraction
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#13YOLOv13x
imoonlab/yolov13x
0.2017510310137564 fraction
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#14YOLOv13n
imoonlab/yolov13n
0.1922147380059629 fraction
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