Roboflow Model Leaderboard

Roboflow Model Leaderboard · F1 at IoU 0.75, all 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; 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

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.

1. #1RT-DETRv2-L

   rt-detr/rt-detrv2-l

   0.04591322520416372 fraction

   View modelEvidence independent

2. #2RT-DETR-R101

   rt-detr/rt-detr-r101

   0.04556617281274415 fraction

   View modelEvidence independent

3. #2RT-DETRv2-X

   rt-detr/rt-detrv2-x

   0.04556617281274415 fraction

   View modelEvidence independent

4. #4RT-DETRv2-S

   rt-detr/rt-detrv2-s

   0.04485340545476518 fraction

   View modelEvidence independent

5. #5RT-DETR-R50

   rt-detr/rt-detr-r50

   0.04470693672847023 fraction

   View modelEvidence independent

6. #6RT-DETR-R34

   rt-detr/rt-detr-r34

   0.04372153719278291 fraction

   View modelEvidence independent

7. #7RT-DETR-R18

   rt-detr/rt-detr-r18

   0.04330265901202853 fraction

   View modelEvidence independent