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 · mAP at IoU 0.50, medium objects

Source: Roboflow Model Leaderboard (reviewed publisher results)
Version: COCO 2017 (publisher version unspecified)
Measurement date: 2025-06-26
Metric: fraction · Higher is better
Evaluation scope: 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

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.

#1RT-DETRv2-X
rt-detr/rt-detrv2-x
0.779396994371413 fraction
View modelEvidence independent
#2RT-DETR-R101
rt-detr/rt-detr-r101
0.7793964195087124 fraction
View modelEvidence independent
#3RT-DETR-R50
rt-detr/rt-detr-r50
0.7684528108128648 fraction
View modelEvidence independent
#4RT-DETRv2-L
rt-detr/rt-detrv2-l
0.766751437547081 fraction
View modelEvidence independent
#5RT-DETR-R34
rt-detr/rt-detr-r34
0.7136548299022063 fraction
View modelEvidence independent
#6RT-DETRv2-S
rt-detr/rt-detrv2-s
0.6931233270476678 fraction
View modelEvidence independent
#7RT-DETR-R18
rt-detr/rt-detr-r18
0.681816067737681 fraction
View modelEvidence independent