Model results

Roboflow Model Leaderboard

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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 0.75, small objects

Source: Roboflow Model Leaderboard (reviewed publisher results)
Version: COCO 2017 (publisher version unspecified)
Measurement date: 2025-06-27
Metric: fraction · Higher is better
Evaluation scope: 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

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.

#1YOLOv12x
yolov12/yolov12x
0.12437069705152116 fraction
View modelEvidence independent
#2YOLOv12l
yolov12/yolov12l
0.11092230438854798 fraction
View modelEvidence independent
#3YOLOv12m
yolov12/yolov12m
0.10792335954289924 fraction
View modelEvidence independent
#4YOLOv12s
yolov12/yolov12s
0.08442419356445396 fraction
View modelEvidence independent
#5YOLOv12n
yolov12/yolov12n
0.06422173592970903 fraction
View modelEvidence independent