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Models/Hourglass-104

Hourglass-104

Reported on 40 benchmarks across 4 tasks · 1 paper

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

Computer Vision18 results

  • Pose EstimationonCrowdPose
    AP· 2021-07-07
    65.2
    best: 78.5 (BUCTD-W48 (w/cond. input from PETR, and generative sampling))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Pose EstimationonCrowdPose
    AP50· 2021-07-07
    85.9
    best: 89.4 (KAPAO-L)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Pose EstimationonCrowdPose
    AP75· 2021-07-07
    69.5
    best: 81.4 (ViTPose-G)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Pose EstimationonCrowdPose
    APM· 2021-07-07
    66.2
    best: 86.6 (ViTPose-G)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Pose EstimationonCOCO test-dev
    AP· 2021-07-07
    65.6
    best: 81.1 (ViTPose (ViTAE-G, ensemble))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Pose EstimationonCOCO test-dev
    APL· 2021-07-07
    68.8
    best: 86.5 (PoseBH-H)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Pose EstimationonCOCO test-dev
    APM· 2021-07-07
    63.3
    best: 83.8 (4xRSN-50 (ensemble))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Pose EstimationonCrowdPose
    AP Easy· 2021-07-07
    73.8
    best: 88.8 (RTMO-l)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Pose EstimationonCrowdPose
    AP Hard· 2021-07-07
    54.8
    best: 466 (DETRPose-N)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Pose EstimationonCrowdPose
    AP Medium· 2021-07-07
    66.2
    best: 566 (DETRPose-N)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Pose EstimationonCrowdPose
    mAP @0.5:0.95· 2021-07-07
    65.2
    best: 83.8 (RTMO-l)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Multi-Person Pose EstimationonCOCO test-dev
    AP· 2021-07-07
    65.6
    best: 79.2 (SCIO (HRNet-48))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Multi-Person Pose EstimationonCOCO test-dev
    APL· 2021-07-07
    68.8
    best: 84.2 (SCIO (HRNet-48))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Multi-Person Pose EstimationonCOCO test-dev
    APM· 2021-07-07
    63.3
    best: 74.1 (SCIO (HRNet-48))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Multi-Person Pose EstimationonCrowdPose
    AP Easy· 2021-07-07
    73.8
    best: 88.8 (RTMO-l)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Multi-Person Pose EstimationonCrowdPose
    AP Hard· 2021-07-07
    54.8
    best: 466 (DETRPose-N)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Multi-Person Pose EstimationonCrowdPose
    AP Medium· 2021-07-07
    66.2
    best: 566 (DETRPose-N)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • Multi-Person Pose EstimationonCrowdPose
    mAP @0.5:0.95· 2021-07-07
    65.2
    best: 83.8 (RTMO-l)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098

Methodology11 results

  • 3DonCrowdPose
    AP· 2021-07-07
    65.2
    best: 78.5 (BUCTD-W48 (w/cond. input from PETR, and generative sampling))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 3DonCrowdPose
    AP50· 2021-07-07
    85.9
    best: 89.4 (KAPAO-L)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 3DonCrowdPose
    AP75· 2021-07-07
    69.5
    best: 81.4 (ViTPose-G)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 3DonCrowdPose
    APM· 2021-07-07
    66.2
    best: 86.6 (ViTPose-G)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 3DonCOCO test-dev
    AP· 2021-07-07
    65.6
    best: 81.1 (ViTPose (ViTAE-G, ensemble))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 3DonCOCO test-dev
    APL· 2021-07-07
    68.8
    best: 86.5 (PoseBH-H)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 3DonCOCO test-dev
    APM· 2021-07-07
    63.3
    best: 83.8 (4xRSN-50 (ensemble))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 3DonCrowdPose
    AP Easy· 2021-07-07
    73.8
    best: 88.8 (RTMO-l)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 3DonCrowdPose
    AP Hard· 2021-07-07
    54.8
    best: 466 (DETRPose-N)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 3DonCrowdPose
    AP Medium· 2021-07-07
    66.2
    best: 566 (DETRPose-N)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 3DonCrowdPose
    mAP @0.5:0.95· 2021-07-07
    65.2
    best: 83.8 (RTMO-l)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098

Audio11 results

  • 1 Image, 2*2 StitchionCrowdPose
    AP· 2021-07-07
    65.2
    best: 78.5 (BUCTD-W48 (w/cond. input from PETR, and generative sampling))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 1 Image, 2*2 StitchionCrowdPose
    AP50· 2021-07-07
    85.9
    best: 89.4 (KAPAO-L)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 1 Image, 2*2 StitchionCrowdPose
    AP75· 2021-07-07
    69.5
    best: 81.4 (ViTPose-G)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 1 Image, 2*2 StitchionCrowdPose
    APM· 2021-07-07
    66.2
    best: 86.6 (ViTPose-G)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 1 Image, 2*2 StitchionCOCO test-dev
    AP· 2021-07-07
    65.6
    best: 81.1 (ViTPose (ViTAE-G, ensemble))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 1 Image, 2*2 StitchionCOCO test-dev
    APL· 2021-07-07
    68.8
    best: 86.5 (PoseBH-H)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 1 Image, 2*2 StitchionCOCO test-dev
    APM· 2021-07-07
    63.3
    best: 83.8 (4xRSN-50 (ensemble))
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 1 Image, 2*2 StitchionCrowdPose
    AP Easy· 2021-07-07
    73.8
    best: 88.8 (RTMO-l)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 1 Image, 2*2 StitchionCrowdPose
    AP Hard· 2021-07-07
    54.8
    best: 466 (DETRPose-N)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 1 Image, 2*2 StitchionCrowdPose
    AP Medium· 2021-07-07
    66.2
    best: 566 (DETRPose-N)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098
  • 1 Image, 2*2 StitchionCrowdPose
    mAP @0.5:0.95· 2021-07-07
    65.2
    best: 83.8 (RTMO-l)
    Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationarXiv:2107.03098