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Models/HybrIK (HRNet-W48)

HybrIK (HRNet-W48)

Reported on 24 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 Vision12 results

  • 3D Human Pose EstimationonMPI-INF-3DHP
    AUC· 2023-04-12
    47.3
    best: 87.7 (TCPFormer (T=81))
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 3D Human Pose EstimationonMPI-INF-3DHP
    MPJPE· 2023-04-12
    91
    best: 124.7 (VNect (Augm.))
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 3D Human Pose EstimationonMPI-INF-3DHP
    PCK· 2023-04-12
    87.1
    best: 99.37 (LMT R152 384x384)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 3D Human Pose Estimationon3DPW
    MPJPE· 2023-04-12
    71.6
    best: 130 (HMR)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 3D Human Pose Estimationon3DPW
    MPVPE· 2023-04-12
    82.3
    best: 119.3 (BMP)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 3D Human Pose Estimationon3DPW
    PA-MPJPE· 2023-04-12
    41.8
    best: 157 (Simple-baseline)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • Pose EstimationonMPI-INF-3DHP
    AUC· 2023-04-12
    47.3
    best: 87.7 (TCPFormer (T=81))
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • Pose EstimationonMPI-INF-3DHP
    MPJPE· 2023-04-12
    91
    best: 124.7 (VNect (Augm.))
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • Pose EstimationonMPI-INF-3DHP
    PCK· 2023-04-12
    87.1
    best: 99.37 (LMT R152 384x384)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • Pose Estimationon3DPW
    MPJPE· 2023-04-12
    71.6
    best: 130 (HMR)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • Pose Estimationon3DPW
    MPVPE· 2023-04-12
    82.3
    best: 119.3 (BMP)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • Pose Estimationon3DPW
    PA-MPJPE· 2023-04-12
    41.8
    best: 157 (Simple-baseline)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690

Methodology6 results

  • 3DonMPI-INF-3DHP
    AUC· 2023-04-12
    47.3
    best: 87.7 (TCPFormer (T=81))
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 3DonMPI-INF-3DHP
    MPJPE· 2023-04-12
    91
    best: 124.7 (VNect (Augm.))
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 3DonMPI-INF-3DHP
    PCK· 2023-04-12
    87.1
    best: 99.37 (LMT R152 384x384)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 3Don3DPW
    MPJPE· 2023-04-12
    71.6
    best: 130 (HMR)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 3Don3DPW
    MPVPE· 2023-04-12
    82.3
    best: 119.3 (BMP)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 3Don3DPW
    PA-MPJPE· 2023-04-12
    41.8
    best: 157 (Simple-baseline)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690

Audio6 results

  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    AUC· 2023-04-12
    47.3
    best: 87.7 (TCPFormer (T=81))
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    MPJPE· 2023-04-12
    91
    best: 124.7 (VNect (Augm.))
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    PCK· 2023-04-12
    87.1
    best: 99.37 (LMT R152 384x384)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 1 Image, 2*2 Stitchion3DPW
    MPJPE· 2023-04-12
    71.6
    best: 130 (HMR)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 1 Image, 2*2 Stitchion3DPW
    MPVPE· 2023-04-12
    82.3
    best: 119.3 (BMP)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690
  • 1 Image, 2*2 Stitchion3DPW
    PA-MPJPE· 2023-04-12
    41.8
    best: 157 (Simple-baseline)
    HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh RecoveryarXiv:2304.05690