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Models/BMC

BMC

Reported on 12 benchmarks across 6 tasks · 1 paper · 6 SOTA

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

Computer Vision6 results

  • HandonDexYCB
    Procrustes-Aligned MPJPE· 2020-03-20
    6.83
    best: 6.99 (METRO)
    SOTA
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282
  • Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE· 2020-03-20
    6.83
    best: 6.99 (METRO)
    SOTA
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282
  • 3D Hand Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE· 2020-03-20
    6.83
    best: 6.99 (METRO)
    SOTA
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282
  • HandonDexYCB
    Average MPJPE (mm)· 2020-03-20
    17.3
    best: 19 (AlignSDF)
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282
  • Pose EstimationonDexYCB
    Average MPJPE (mm)· 2020-03-20
    17.3
    best: 19 (AlignSDF)
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282
  • 3D Hand Pose EstimationonDexYCB
    Average MPJPE (mm)· 2020-03-20
    17.3
    best: 19 (AlignSDF)
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282

Graphs2 results

  • Hand Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE· 2020-03-20
    6.83
    best: 6.99 (METRO)
    SOTA
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282
  • Hand Pose EstimationonDexYCB
    Average MPJPE (mm)· 2020-03-20
    17.3
    best: 19 (AlignSDF)
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282

Methodology2 results

  • 3DonDexYCB
    Procrustes-Aligned MPJPE· 2020-03-20
    6.83
    best: 6.99 (METRO)
    SOTA
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282
  • 3DonDexYCB
    Average MPJPE (mm)· 2020-03-20
    17.3
    best: 19 (AlignSDF)
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282

Audio2 results

  • 1 Image, 2*2 StitchionDexYCB
    Procrustes-Aligned MPJPE· 2020-03-20
    6.83
    best: 6.99 (METRO)
    SOTA
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282
  • 1 Image, 2*2 StitchionDexYCB
    Average MPJPE (mm)· 2020-03-20
    17.3
    best: 19 (AlignSDF)
    Weakly Supervised 3D Hand Pose Estimation via Biomechanical ConstraintsarXiv:2003.09282