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.

Official source

← All evaluation groups

Roboflow Model Leaderboard · mAP at IoU 0.50:0.95, all 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; 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

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.

#1YOLOv13x
imoonlab/yolov13x
0.5365436755899669 fraction
View modelEvidence independent
#2YOLO11x
ultralytics/yolo11x
0.5358869311614216 fraction
View modelEvidence independent
#3YOLOv8x
ultralytics/yolov8x
0.5288963012516453 fraction
View modelEvidence independent
#4YOLOv13l
imoonlab/yolov13l
0.5225120254244422 fraction
View modelEvidence independent
#5YOLO11l
ultralytics/yolo11l
0.5215993989069868 fraction
View modelEvidence independent
#6YOLOv8l
ultralytics/yolov8l
0.5183048345058661 fraction
View modelEvidence independent
#7YOLO11m
ultralytics/yolo11m
0.5050992324060836 fraction
View modelEvidence independent
#8YOLOv8m
ultralytics/yolov8m
0.4923461221332377 fraction
View modelEvidence independent
#9YOLOv13s
imoonlab/yolov13s
0.467729645355259 fraction
View modelEvidence independent
#10YOLO11s
ultralytics/yolo11s
0.455483981087797 fraction
View modelEvidence independent
#11YOLOv8s
ultralytics/yolov8s
0.4405379884121357 fraction
View modelEvidence independent
#12YOLOv13n
imoonlab/yolov13n
0.4036060266966439 fraction
View modelEvidence independent
#13YOLO11n
ultralytics/yolo11n
0.38550428439969 fraction
View modelEvidence independent
#14YOLOv8n
ultralytics/yolov8n
0.3654478448447264 fraction
View modelEvidence independent