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Models/YOLOR-P6

YOLOR-P6

Reported on 10 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.

Methodology8 results

  • 3DonCOCO (Common Objects in Context)
    FPS (V100, b=1)· 2021-05-10
    49
    best: 779 (YOLOv6-N)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 3DonCOCO (Common Objects in Context)
    box AP· 2021-05-10
    52.6
    best: 59.5 (DEIM-D-FINE-X+)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D ClassificationonCOCO (Common Objects in Context)
    FPS (V100, b=1)· 2021-05-10
    49
    best: 779 (YOLOv6-N)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D ClassificationonCOCO (Common Objects in Context)
    box AP· 2021-05-10
    52.6
    best: 59.5 (DEIM-D-FINE-X+)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D Object DetectiononCOCO (Common Objects in Context)
    FPS (V100, b=1)· 2021-05-10
    49
    best: 779 (YOLOv6-N)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D Object DetectiononCOCO (Common Objects in Context)
    box AP· 2021-05-10
    52.6
    best: 59.5 (DEIM-D-FINE-X+)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 16konCOCO (Common Objects in Context)
    FPS (V100, b=1)· 2021-05-10
    49
    best: 779 (YOLOv6-N)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 16konCOCO (Common Objects in Context)
    box AP· 2021-05-10
    52.6
    best: 59.5 (DEIM-D-FINE-X+)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206

Computer Vision2 results

  • Object DetectiononCOCO (Common Objects in Context)
    FPS (V100, b=1)· 2021-05-10
    49
    best: 779 (YOLOv6-N)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • Object DetectiononCOCO (Common Objects in Context)
    box AP· 2021-05-10
    52.6
    best: 59.5 (DEIM-D-FINE-X+)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206