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Models/HMMR (T=20)

HMMR (T=20)

Reported on 12 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Computer Vision6 results

  • 3D Human Pose Estimationon3DPW
    Acceleration Error· 2018-12-04
    15.2
    best: 6.5 (ARTS (Resnet50 L=16))
    SOTA
    Learning 3D Human Dynamics from VideoarXiv:1812.01601
  • Pose Estimationon3DPW
    Acceleration Error· 2018-12-04
    15.2
    best: 5.4 (HybridCap)
    SOTA
    Learning 3D Human Dynamics from VideoarXiv:1812.01601
  • 3D Human Pose Estimationon3DPW
    MPJPE· 2018-12-04
    116.5
    best: 130 (HMR)
    Learning 3D Human Dynamics from VideoarXiv:1812.01601
  • 3D Human Pose Estimationon3DPW
    PA-MPJPE· 2018-12-04
    72.6
    best: 157 (Simple-baseline)
    Learning 3D Human Dynamics from VideoarXiv:1812.01601
  • Pose Estimationon3DPW
    MPJPE· 2018-12-04
    116.5
    best: 130 (HMR)
    Learning 3D Human Dynamics from VideoarXiv:1812.01601
  • Pose Estimationon3DPW
    PA-MPJPE· 2018-12-04
    72.6
    best: 157 (Simple-baseline)
    Learning 3D Human Dynamics from VideoarXiv:1812.01601

Methodology3 results

  • 3Don3DPW
    Acceleration Error· 2018-12-04
    15.2
    best: 5.4 (HybridCap)
    SOTA
    Learning 3D Human Dynamics from VideoarXiv:1812.01601
  • 3Don3DPW
    MPJPE· 2018-12-04
    116.5
    best: 130 (HMR)
    Learning 3D Human Dynamics from VideoarXiv:1812.01601
  • 3Don3DPW
    PA-MPJPE· 2018-12-04
    72.6
    best: 157 (Simple-baseline)
    Learning 3D Human Dynamics from VideoarXiv:1812.01601

Audio3 results

  • 1 Image, 2*2 Stitchion3DPW
    Acceleration Error· 2018-12-04
    15.2
    best: 5.4 (HybridCap)
    SOTA
    Learning 3D Human Dynamics from VideoarXiv:1812.01601
  • 1 Image, 2*2 Stitchion3DPW
    MPJPE· 2018-12-04
    116.5
    best: 130 (HMR)
    Learning 3D Human Dynamics from VideoarXiv:1812.01601
  • 1 Image, 2*2 Stitchion3DPW
    PA-MPJPE· 2018-12-04
    72.6
    best: 157 (Simple-baseline)
    Learning 3D Human Dynamics from VideoarXiv:1812.01601