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Models/HPRNet (Hourglass-104)

HPRNet (Hourglass-104)

Reported on 41 benchmarks across 12 tasks · 1 paper · 35 SOTA

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

Computer Vision22 results

  • HandonCOCO-WholeBody
    keypoint AP· 2021-06-08
    50.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Pose EstimationonCOCO-WholeBody
    keypoint AP· 2021-06-08
    59.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Facial Landmark DetectiononCOCO-WholeBody
    keypoint AP· 2021-06-08
    75.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face DetectiononCOCO-WholeBody
    AP· 2021-06-08
    56.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face DetectiononCOCO-WholeBody
    AP50· 2021-06-08
    82.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face DetectiononCOCO-WholeBody
    AP75· 2021-06-08
    67.1
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face DetectiononCOCO-WholeBody
    APM· 2021-06-08
    43.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face ReconstructiononCOCO-WholeBody
    AP· 2021-06-08
    56.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face ReconstructiononCOCO-WholeBody
    AP50· 2021-06-08
    82.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face ReconstructiononCOCO-WholeBody
    AP75· 2021-06-08
    67.1
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face ReconstructiononCOCO-WholeBody
    APM· 2021-06-08
    43.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face ReconstructiononCOCO-WholeBody
    keypoint AP· 2021-06-08
    75.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ReconstructiononCOCO-WholeBody
    AP· 2021-06-08
    56.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ReconstructiononCOCO-WholeBody
    AP50· 2021-06-08
    82.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ReconstructiononCOCO-WholeBody
    AP75· 2021-06-08
    67.1
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ReconstructiononCOCO-WholeBody
    APM· 2021-06-08
    43.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ReconstructiononCOCO-WholeBody
    keypoint AP· 2021-06-08
    75.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Multi-Person Pose EstimationonCOCO-WholeBody
    keypoint AP· 2021-06-08
    59.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Pose EstimationonCOCO-WholeBody
    keypoint AP· 2021-06-08
    50.4
    best: 59.4
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face DetectiononCOCO-WholeBody
    APL· 2021-06-08
    63.3
    best: 63.6 (HPRNet (DLA))
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Face ReconstructiononCOCO-WholeBody
    APL· 2021-06-08
    63.3
    best: 63.6 (HPRNet (DLA))
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ReconstructiononCOCO-WholeBody
    APL· 2021-06-08
    63.3
    best: 63.6 (HPRNet (DLA))
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269

Methodology8 results

  • 3DonCOCO-WholeBody
    AP· 2021-06-08
    56.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3DonCOCO-WholeBody
    AP50· 2021-06-08
    82.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3DonCOCO-WholeBody
    AP75· 2021-06-08
    67.1
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3DonCOCO-WholeBody
    APM· 2021-06-08
    43.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3DonCOCO-WholeBody
    keypoint AP· 2021-06-08
    75.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3DonCOCO-WholeBody
    keypoint AP· 2021-06-08
    50.4
    best: 75.4
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3DonCOCO-WholeBody
    keypoint AP· 2021-06-08
    59.4
    best: 75.4
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3DonCOCO-WholeBody
    APL· 2021-06-08
    63.3
    best: 63.6 (HPRNet (DLA))
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269

Music6 results

  • Facial Recognition and ModellingonCOCO-WholeBody
    AP· 2021-06-08
    56.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Facial Recognition and ModellingonCOCO-WholeBody
    AP50· 2021-06-08
    82.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Facial Recognition and ModellingonCOCO-WholeBody
    AP75· 2021-06-08
    67.1
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Facial Recognition and ModellingonCOCO-WholeBody
    APM· 2021-06-08
    43.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Facial Recognition and ModellingonCOCO-WholeBody
    keypoint AP· 2021-06-08
    75.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • Facial Recognition and ModellingonCOCO-WholeBody
    APL· 2021-06-08
    63.3
    best: 63.6 (HPRNet (DLA))
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269

Medical6 results

  • 3D Face ModellingonCOCO-WholeBody
    AP· 2021-06-08
    56.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ModellingonCOCO-WholeBody
    AP50· 2021-06-08
    82.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ModellingonCOCO-WholeBody
    AP75· 2021-06-08
    67.1
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ModellingonCOCO-WholeBody
    APM· 2021-06-08
    43.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ModellingonCOCO-WholeBody
    keypoint AP· 2021-06-08
    75.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 3D Face ModellingonCOCO-WholeBody
    APL· 2021-06-08
    63.3
    best: 63.6 (HPRNet (DLA))
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269

Audio2 results

  • 1 Image, 2*2 StitchionCOCO-WholeBody
    keypoint AP· 2021-06-08
    59.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269
  • 1 Image, 2*2 StitchionCOCO-WholeBody
    keypoint AP· 2021-06-08
    50.4
    best: 59.4
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269

Graphs1 result

  • Hand Pose EstimationonCOCO-WholeBody
    keypoint AP· 2021-06-08
    50.4
    SOTA
    HPRNet: Hierarchical Point Regression for Whole-Body Human Pose EstimationarXiv:2106.04269