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Models/GenHMR

GenHMR

Reported on 32 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 Vision16 results

  • 3D Human Pose EstimationonEMDB
    Average MPJPE (mm)· 2024-12-19
    88.2
    best: 131.065 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3D Human Pose EstimationonEMDB
    Average MPJPE-PA (mm)· 2024-12-19
    51.7
    best: 82.8502 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3D Human Pose EstimationonEMDB
    Average MVE (mm)· 2024-12-19
    99.5
    best: 159.956 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3D Human Pose Estimationon3DPW
    MPJPE· 2024-12-19
    68.1
    best: 130 (HMR)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3D Human Pose Estimationon3DPW
    MPVPE· 2024-12-19
    77.5
    best: 119.3 (BMP)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3D Human Pose Estimationon3DPW
    PA-MPJPE· 2024-12-19
    42.1
    best: 157 (Simple-baseline)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3D Human Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2024-12-19
    41.2
    best: 131.7 (Rhodin et al.)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3D Human Pose EstimationonHuman3.6M
    PA-MPJPE· 2024-12-19
    29.8
    best: 80.7 (SMPLify (dense))
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • Pose EstimationonEMDB
    Average MPJPE (mm)· 2024-12-19
    88.2
    best: 131.065 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • Pose EstimationonEMDB
    Average MPJPE-PA (mm)· 2024-12-19
    51.7
    best: 82.8502 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • Pose EstimationonEMDB
    Average MVE (mm)· 2024-12-19
    99.5
    best: 159.956 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • Pose Estimationon3DPW
    MPJPE· 2024-12-19
    68.1
    best: 130 (HMR)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • Pose Estimationon3DPW
    MPVPE· 2024-12-19
    77.5
    best: 119.3 (BMP)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • Pose Estimationon3DPW
    PA-MPJPE· 2024-12-19
    42.1
    best: 157 (Simple-baseline)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2024-12-19
    41.2
    best: 131.7 (Rhodin et al.)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • Pose EstimationonHuman3.6M
    PA-MPJPE· 2024-12-19
    29.8
    best: 80.7 (SMPLify (dense))
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444

Methodology8 results

  • 3DonEMDB
    Average MPJPE (mm)· 2024-12-19
    88.2
    best: 131.065 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3DonEMDB
    Average MPJPE-PA (mm)· 2024-12-19
    51.7
    best: 82.8502 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3DonEMDB
    Average MVE (mm)· 2024-12-19
    99.5
    best: 159.956 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3Don3DPW
    MPJPE· 2024-12-19
    68.1
    best: 130 (HMR)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3Don3DPW
    MPVPE· 2024-12-19
    77.5
    best: 119.3 (BMP)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3Don3DPW
    PA-MPJPE· 2024-12-19
    42.1
    best: 157 (Simple-baseline)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3DonHuman3.6M
    Average MPJPE (mm)· 2024-12-19
    41.2
    best: 131.7 (Rhodin et al.)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 3DonHuman3.6M
    PA-MPJPE· 2024-12-19
    29.8
    best: 89.4 (Kinematic-Structure-Preserved Representation)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444

Audio8 results

  • 1 Image, 2*2 StitchionEMDB
    Average MPJPE (mm)· 2024-12-19
    88.2
    best: 131.065 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 1 Image, 2*2 StitchionEMDB
    Average MPJPE-PA (mm)· 2024-12-19
    51.7
    best: 82.8502 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 1 Image, 2*2 StitchionEMDB
    Average MVE (mm)· 2024-12-19
    99.5
    best: 159.956 (PyMAF)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 1 Image, 2*2 Stitchion3DPW
    MPJPE· 2024-12-19
    68.1
    best: 130 (HMR)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 1 Image, 2*2 Stitchion3DPW
    MPVPE· 2024-12-19
    77.5
    best: 119.3 (BMP)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 1 Image, 2*2 Stitchion3DPW
    PA-MPJPE· 2024-12-19
    42.1
    best: 157 (Simple-baseline)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm)· 2024-12-19
    41.2
    best: 131.7 (Rhodin et al.)
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444
  • 1 Image, 2*2 StitchionHuman3.6M
    PA-MPJPE· 2024-12-19
    29.8
    best: 80.7 (SMPLify (dense))
    GenHMR: Generative Human Mesh RecoveryarXiv:2412.14444