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Models/HandOccNet

HandOccNet

Reported on 72 benchmarks across 6 tasks · 1 paper · 36 SOTA

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

Computer Vision36 results

  • HandonHO-3D v2
    AUC_J· 2022-03-28
    0.819
    best: 0.863 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonHO-3D v2
    AUC_V· 2022-03-28
    0.819
    best: 0.856 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonHO-3D v2
    F@15mm· 2022-03-28
    0.963
    best: 0.991 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonHO-3D v2
    F@5mm· 2022-03-28
    0.564
    best: 0.667 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonDexYCB
    PA-VAUC· 2022-03-28
    89
    best: 90.2 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonDexYCB
    VAUC· 2022-03-28
    76.6
    best: 80.5 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonHO-3D v2
    AUC_J· 2022-03-28
    0.819
    best: 0.863 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonHO-3D v2
    AUC_V· 2022-03-28
    0.819
    best: 0.856 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonHO-3D v2
    F@15mm· 2022-03-28
    0.963
    best: 0.991 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonHO-3D v2
    F@5mm· 2022-03-28
    0.564
    best: 0.667 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonDexYCB
    PA-VAUC· 2022-03-28
    89
    best: 90.2 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonDexYCB
    VAUC· 2022-03-28
    76.6
    best: 80.5 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonHO-3D v2
    AUC_J· 2022-03-28
    0.819
    best: 0.863 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonHO-3D v2
    AUC_V· 2022-03-28
    0.819
    best: 0.856 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonHO-3D v2
    F@15mm· 2022-03-28
    0.963
    best: 0.991 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonHO-3D v2
    F@5mm· 2022-03-28
    0.564
    best: 0.667 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonDexYCB
    PA-VAUC· 2022-03-28
    89
    best: 90.2 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonDexYCB
    VAUC· 2022-03-28
    76.6
    best: 80.5 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonHO-3D v2
    PA-MPJPE (mm)· 2022-03-28
    9.1
    best: 12.5 (Pose2Mesh)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonHO-3D v2
    PA-MPVPE· 2022-03-28
    8.8
    best: 13.9 (I2L-MeshNet)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonDexYCB
    Average MPJPE (mm)· 2022-03-28
    14
    best: 19 (AlignSDF)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonDexYCB
    MPVPE· 2022-03-28
    13.1
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonDexYCB
    PA-MPVPE· 2022-03-28
    5.5
    best: 5.6 (MobRecon)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • HandonDexYCB
    Procrustes-Aligned MPJPE· 2022-03-28
    5.8
    best: 6.99 (METRO)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonHO-3D v2
    PA-MPJPE (mm)· 2022-03-28
    9.1
    best: 12.5 (Pose2Mesh)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonHO-3D v2
    PA-MPVPE· 2022-03-28
    8.8
    best: 13.9 (I2L-MeshNet)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonDexYCB
    Average MPJPE (mm)· 2022-03-28
    14
    best: 19 (AlignSDF)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonDexYCB
    MPVPE· 2022-03-28
    13.1
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonDexYCB
    PA-MPVPE· 2022-03-28
    5.5
    best: 5.6 (MobRecon)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE· 2022-03-28
    5.8
    best: 6.99 (METRO)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonHO-3D v2
    PA-MPJPE (mm)· 2022-03-28
    9.1
    best: 12.5 (Pose2Mesh)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonHO-3D v2
    PA-MPVPE· 2022-03-28
    8.8
    best: 13.9 (I2L-MeshNet)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonDexYCB
    Average MPJPE (mm)· 2022-03-28
    14
    best: 19 (AlignSDF)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonDexYCB
    MPVPE· 2022-03-28
    13.1
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonDexYCB
    PA-MPVPE· 2022-03-28
    5.5
    best: 5.6 (MobRecon)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3D Hand Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE· 2022-03-28
    5.8
    best: 6.99 (METRO)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564

Graphs12 results

  • Hand Pose EstimationonHO-3D v2
    AUC_J· 2022-03-28
    0.819
    best: 0.863 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonHO-3D v2
    AUC_V· 2022-03-28
    0.819
    best: 0.856 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonHO-3D v2
    F@15mm· 2022-03-28
    0.963
    best: 0.991 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonHO-3D v2
    F@5mm· 2022-03-28
    0.564
    best: 0.667 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonDexYCB
    PA-VAUC· 2022-03-28
    89
    best: 90.2 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonDexYCB
    VAUC· 2022-03-28
    76.6
    best: 80.5 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonHO-3D v2
    PA-MPJPE (mm)· 2022-03-28
    9.1
    best: 12.5 (Pose2Mesh)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonHO-3D v2
    PA-MPVPE· 2022-03-28
    8.8
    best: 13.9 (I2L-MeshNet)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonDexYCB
    Average MPJPE (mm)· 2022-03-28
    14
    best: 19 (AlignSDF)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonDexYCB
    MPVPE· 2022-03-28
    13.1
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonDexYCB
    PA-MPVPE· 2022-03-28
    5.5
    best: 5.6 (MobRecon)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • Hand Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE· 2022-03-28
    5.8
    best: 6.99 (METRO)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564

Methodology12 results

  • 3DonHO-3D v2
    AUC_J· 2022-03-28
    0.819
    best: 0.863 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonHO-3D v2
    AUC_V· 2022-03-28
    0.819
    best: 0.856 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonHO-3D v2
    F@15mm· 2022-03-28
    0.963
    best: 0.991 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonHO-3D v2
    F@5mm· 2022-03-28
    0.564
    best: 0.667 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonDexYCB
    PA-VAUC· 2022-03-28
    89
    best: 90.2 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonDexYCB
    VAUC· 2022-03-28
    76.6
    best: 80.5 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonHO-3D v2
    PA-MPJPE (mm)· 2022-03-28
    9.1
    best: 12.5 (Pose2Mesh)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonHO-3D v2
    PA-MPVPE· 2022-03-28
    8.8
    best: 13.9 (I2L-MeshNet)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonDexYCB
    Average MPJPE (mm)· 2022-03-28
    14
    best: 19 (AlignSDF)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonDexYCB
    MPVPE· 2022-03-28
    13.1
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonDexYCB
    PA-MPVPE· 2022-03-28
    5.5
    best: 5.6 (MobRecon)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 3DonDexYCB
    Procrustes-Aligned MPJPE· 2022-03-28
    5.8
    best: 6.99 (METRO)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564

Audio12 results

  • 1 Image, 2*2 StitchionHO-3D v2
    AUC_J· 2022-03-28
    0.819
    best: 0.863 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionHO-3D v2
    AUC_V· 2022-03-28
    0.819
    best: 0.856 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionHO-3D v2
    F@15mm· 2022-03-28
    0.963
    best: 0.991 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionHO-3D v2
    F@5mm· 2022-03-28
    0.564
    best: 0.667 (ExtPose (T=16))
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionDexYCB
    PA-VAUC· 2022-03-28
    89
    best: 90.2 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionDexYCB
    VAUC· 2022-03-28
    76.6
    best: 80.5 (HOISDF)
    SOTA
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionHO-3D v2
    PA-MPJPE (mm)· 2022-03-28
    9.1
    best: 12.5 (Pose2Mesh)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionHO-3D v2
    PA-MPVPE· 2022-03-28
    8.8
    best: 13.9 (I2L-MeshNet)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionDexYCB
    Average MPJPE (mm)· 2022-03-28
    14
    best: 19 (AlignSDF)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionDexYCB
    MPVPE· 2022-03-28
    13.1
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionDexYCB
    PA-MPVPE· 2022-03-28
    5.5
    best: 5.6 (MobRecon)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564
  • 1 Image, 2*2 StitchionDexYCB
    Procrustes-Aligned MPJPE· 2022-03-28
    5.8
    best: 6.99 (METRO)
    HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkarXiv:2203.14564