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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, all 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; all objects; publisher-reported mAP 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

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-D-FINE-X

    deim/deim-d-fine-x

    0.7399505104473861 fraction

    View modelEvidence independent

  2. #2DEIM-RT-DETRv2-X

    deim/deim-rt-detrv2-x

    0.734955852326379 fraction

    View modelEvidence independent

  3. #3DEIM-D-FINE-L

    deim/deim-d-fine-l

    0.7236620348808958 fraction

    View modelEvidence independent

  4. #4DEIM-RT-DETRv2-L

    deim/deim-rt-detrv2-l

    0.722368008409455 fraction

    View modelEvidence independent

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

    deim/deim-rt-detrv2-m-star

    0.7117580198020479 fraction

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  6. #6DEIM-D-FINE-M

    deim/deim-d-fine-m

    0.6996397675646474 fraction

    View modelEvidence independent

  7. #7DEIM-RT-DETRv2-M

    deim/deim-rt-detrv2-m

    0.6857157531177935 fraction

    View modelEvidence independent

  8. #8DEIM-RT-DETRv2-S

    deim/deim-rt-detrv2-s

    0.6613624408585457 fraction

    View modelEvidence independent

  9. #9DEIM-D-FINE-S

    deim/deim-d-fine-s

    0.6587385010524565 fraction

    View modelEvidence independent
Roboflow Model Leaderboard model results | VibeLeaderboard