TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/YOLOR-D6 (1280, single-scale, 30 fps)

YOLOR-D6 (1280, single-scale, 30 fps)

Reported on 15 benchmarks across 5 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology12 results

  • 3DonCOCO test-dev
    AP50· 2021-05-10
    73.3
    best: 95 (ViTPose (ViTAE-G, ensemble))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 3DonCOCO test-dev
    AP75· 2021-05-10
    60.6
    best: 88.2 (ViTPose (ViTAE-G, ensemble))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 3DonCOCO test-dev
    box mAP· 2021-05-10
    55.4
    best: 66 (Co-DETR)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D ClassificationonCOCO test-dev
    AP50· 2021-05-10
    73.3
    best: 82.1 (Plain-DETR (Swin-L))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D ClassificationonCOCO test-dev
    AP75· 2021-05-10
    60.6
    best: 71.7 (EVA)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D ClassificationonCOCO test-dev
    box mAP· 2021-05-10
    55.4
    best: 66 (Co-DETR)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D Object DetectiononCOCO test-dev
    AP50· 2021-05-10
    73.3
    best: 82.1 (Plain-DETR (Swin-L))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D Object DetectiononCOCO test-dev
    AP75· 2021-05-10
    60.6
    best: 71.7 (EVA)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D Object DetectiononCOCO test-dev
    box mAP· 2021-05-10
    55.4
    best: 66 (Co-DETR)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 16konCOCO test-dev
    AP50· 2021-05-10
    73.3
    best: 82.1 (Plain-DETR (Swin-L))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 16konCOCO test-dev
    AP75· 2021-05-10
    60.6
    best: 71.7 (EVA)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 16konCOCO test-dev
    box mAP· 2021-05-10
    55.4
    best: 66 (Co-DETR)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206

Computer Vision3 results

  • Object DetectiononCOCO test-dev
    AP50· 2021-05-10
    73.3
    best: 82.1 (Plain-DETR (Swin-L))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • Object DetectiononCOCO test-dev
    AP75· 2021-05-10
    60.6
    best: 71.7 (EVA)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • Object DetectiononCOCO test-dev
    box mAP· 2021-05-10
    55.4
    best: 66 (Co-DETR)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206