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Models/ProHMR

ProHMR

Reported on 20 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 Vision10 results

  • 3D Human Pose Estimationon3DPW
    PA-MPJPE· 2021-08-26
    65
    best: 157 (Simple-baseline)
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 3D Human Pose EstimationonAH36M
    Best-Hypothesis PMPJPE (n = 25)· 2021-08-26
    60.1
    best: 85.2 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 3D Human Pose EstimationonAH36M
    H36M PMPJPE (n = 1)· 2021-08-26
    41.2
    best: 67.4 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 3D Human Pose EstimationonAH36M
    H36M PMPJPE (n = 25)· 2021-08-26
    36.8
    best: 67.4 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 3D Human Pose EstimationonAH36M
    Most-Likely Hypothesis PMPJPE (n = 1)· 2021-08-26
    67.3
    best: 85.2 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • Pose Estimationon3DPW
    PA-MPJPE· 2021-08-26
    65
    best: 157 (Simple-baseline)
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • Pose EstimationonAH36M
    Best-Hypothesis PMPJPE (n = 25)· 2021-08-26
    60.1
    best: 85.2 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • Pose EstimationonAH36M
    H36M PMPJPE (n = 1)· 2021-08-26
    41.2
    best: 67.4 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • Pose EstimationonAH36M
    H36M PMPJPE (n = 25)· 2021-08-26
    36.8
    best: 67.4 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • Pose EstimationonAH36M
    Most-Likely Hypothesis PMPJPE (n = 1)· 2021-08-26
    67.3
    best: 85.2 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944

Methodology5 results

  • 3Don3DPW
    PA-MPJPE· 2021-08-26
    65
    best: 157 (Simple-baseline)
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 3DonAH36M
    Best-Hypothesis PMPJPE (n = 25)· 2021-08-26
    60.1
    best: 85.2 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 3DonAH36M
    H36M PMPJPE (n = 1)· 2021-08-26
    41.2
    best: 67.4 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 3DonAH36M
    H36M PMPJPE (n = 25)· 2021-08-26
    36.8
    best: 67.4 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 3DonAH36M
    Most-Likely Hypothesis PMPJPE (n = 1)· 2021-08-26
    67.3
    best: 85.2 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944

Audio5 results

  • 1 Image, 2*2 Stitchion3DPW
    PA-MPJPE· 2021-08-26
    65
    best: 157 (Simple-baseline)
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 1 Image, 2*2 StitchionAH36M
    Best-Hypothesis PMPJPE (n = 25)· 2021-08-26
    60.1
    best: 85.2 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 1 Image, 2*2 StitchionAH36M
    H36M PMPJPE (n = 1)· 2021-08-26
    41.2
    best: 67.4 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 1 Image, 2*2 StitchionAH36M
    H36M PMPJPE (n = 25)· 2021-08-26
    36.8
    best: 67.4 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944
  • 1 Image, 2*2 StitchionAH36M
    Most-Likely Hypothesis PMPJPE (n = 1)· 2021-08-26
    67.3
    best: 85.2 (HMR (2D Vis, by MHEntropy))
    Probabilistic Modeling for Human Mesh RecoveryarXiv:2108.11944