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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 0.50, small objects

Source
Roboflow Model Leaderboard (reviewed publisher results)
Version
COCO 2017 (publisher version unspecified)
Measurement date
2025-07-02
Metric
fraction · Higher is better
Evaluation scope
COCO 2017 object detection; small objects; publisher-reported F1 at evaluation IoU 0.50; source fractions on 0–1 scale; inference parameters {"conf":0,"imgsz":640,"max_det":100}; 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. #1DEIM-RT-DETRv2-S

    deim/deim-rt-detrv2-s

    0.056687445123906145 fraction

    View modelEvidence independent

  2. #2DEIM-RT-DETRv2-M

    deim/deim-rt-detrv2-m

    0.05604865825329423 fraction

    View modelEvidence independent

  3. #3DEIM-D-FINE-L

    deim/deim-d-fine-l

    0.05595932536292237 fraction

    View modelEvidence independent

  4. #4DEIM-D-FINE-X

    deim/deim-d-fine-x

    0.055956076212597655 fraction

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  5. #5DEIM-RT-DETRv2-M*

    deim/deim-rt-detrv2-m-star

    0.05538891107254888 fraction

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  6. #6DEIM-D-FINE-M

    deim/deim-d-fine-m

    0.05516663828036385 fraction

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  7. #7DEIM-RT-DETRv2-X

    deim/deim-rt-detrv2-x

    0.0550801098255028 fraction

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  8. #8DEIM-RT-DETRv2-L

    deim/deim-rt-detrv2-l

    0.054928334400636325 fraction

    View modelEvidence independent

  9. #9DEIM-D-FINE-S

    deim/deim-d-fine-s

    0.05457108571148146 fraction

    View modelEvidence independent
Roboflow Model Leaderboard model results | VibeLeaderboard