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Models/YOLOR-P6 (1280, single-scale, 72 fps)

YOLOR-P6 (1280, single-scale, 72 fps)

Reported on 25 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.

Methodology20 results

  • 3DonCOCO minival
    AP50· 2021-05-10
    70.6
    best: 82.1 (EVA)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 3DonCOCO minival
    AP75· 2021-05-10
    57.4
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 3DonCOCO minival
    APL· 2021-05-10
    65.2
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 3DonCOCO minival
    APM· 2021-05-10
    57.3
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 3DonCOCO minival
    APS· 2021-05-10
    37.4
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D ClassificationonCOCO minival
    AP50· 2021-05-10
    70.6
    best: 82.1 (EVA)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D ClassificationonCOCO minival
    AP75· 2021-05-10
    57.4
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D ClassificationonCOCO minival
    APL· 2021-05-10
    65.2
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D ClassificationonCOCO minival
    APM· 2021-05-10
    57.3
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D ClassificationonCOCO minival
    APS· 2021-05-10
    37.4
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D Object DetectiononCOCO minival
    AP50· 2021-05-10
    70.6
    best: 82.1 (EVA)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D Object DetectiononCOCO minival
    AP75· 2021-05-10
    57.4
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D Object DetectiononCOCO minival
    APL· 2021-05-10
    65.2
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D Object DetectiononCOCO minival
    APM· 2021-05-10
    57.3
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 2D Object DetectiononCOCO minival
    APS· 2021-05-10
    37.4
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 16konCOCO minival
    AP50· 2021-05-10
    70.6
    best: 82.1 (EVA)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 16konCOCO minival
    AP75· 2021-05-10
    57.4
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 16konCOCO minival
    APL· 2021-05-10
    65.2
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 16konCOCO minival
    APM· 2021-05-10
    57.3
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • 16konCOCO minival
    APS· 2021-05-10
    37.4
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206

Computer Vision5 results

  • Object DetectiononCOCO minival
    AP50· 2021-05-10
    70.6
    best: 82.1 (EVA)
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • Object DetectiononCOCO minival
    AP75· 2021-05-10
    57.4
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • Object DetectiononCOCO minival
    APL· 2021-05-10
    65.2
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • Object DetectiononCOCO minival
    APM· 2021-05-10
    57.3
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206
  • Object DetectiononCOCO minival
    APS· 2021-05-10
    37.4
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    You Only Learn One Representation: Unified Network for Multiple TasksarXiv:2105.04206