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Models/H2ONet

H2ONet

Reported on 72 benchmarks across 6 tasks

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
    0.829
    best: 0.863 (ExtPose (T=16))
  • HandonHO-3D v2
    AUC_V
    0.828
    best: 0.856 (ExtPose (T=16))
  • HandonHO-3D v2
    F@15mm
    0.966
    best: 0.991 (ExtPose (T=16))
  • HandonHO-3D v2
    F@5mm
    0.57
    best: 0.667 (ExtPose (T=16))
  • HandonHO-3D v2
    PA-MPJPE (mm)
    8.5
    best: 12.5 (Pose2Mesh)
  • HandonHO-3D v2
    PA-MPVPE
    8.6
    best: 13.9 (I2L-MeshNet)
  • HandonDexYCB
    Average MPJPE (mm)
    14
    best: 19 (AlignSDF)
  • HandonDexYCB
    MPVPE
    13
    best: 13.1 (HandOccNet)
  • HandonDexYCB
    PA-MPVPE
    5.5
    best: 5.6 (MobRecon)
  • HandonDexYCB
    PA-VAUC
    89.1
    best: 90.2 (HOISDF)
  • HandonDexYCB
    Procrustes-Aligned MPJPE
    5.7
    best: 6.99 (METRO)
  • HandonDexYCB
    VAUC
    76.2
    best: 80.5 (HOISDF)
  • Pose EstimationonHO-3D v2
    AUC_J
    0.829
    best: 0.863 (ExtPose (T=16))
  • Pose EstimationonHO-3D v2
    AUC_V
    0.828
    best: 0.856 (ExtPose (T=16))
  • Pose EstimationonHO-3D v2
    F@15mm
    0.966
    best: 0.991 (ExtPose (T=16))
  • Pose EstimationonHO-3D v2
    F@5mm
    0.57
    best: 0.667 (ExtPose (T=16))
  • Pose EstimationonHO-3D v2
    PA-MPJPE (mm)
    8.5
    best: 12.5 (Pose2Mesh)
  • Pose EstimationonHO-3D v2
    PA-MPVPE
    8.6
    best: 13.9 (I2L-MeshNet)
  • Pose EstimationonDexYCB
    Average MPJPE (mm)
    14
    best: 19 (AlignSDF)
  • Pose EstimationonDexYCB
    MPVPE
    13
    best: 13.1 (HandOccNet)
  • Pose EstimationonDexYCB
    PA-MPVPE
    5.5
    best: 5.6 (MobRecon)
  • Pose EstimationonDexYCB
    PA-VAUC
    89.1
    best: 90.2 (HOISDF)
  • Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE
    5.7
    best: 6.99 (METRO)
  • Pose EstimationonDexYCB
    VAUC
    76.2
    best: 80.5 (HOISDF)
  • 3D Hand Pose EstimationonHO-3D v2
    AUC_J
    0.829
    best: 0.863 (ExtPose (T=16))
  • 3D Hand Pose EstimationonHO-3D v2
    AUC_V
    0.828
    best: 0.856 (ExtPose (T=16))
  • 3D Hand Pose EstimationonHO-3D v2
    F@15mm
    0.966
    best: 0.991 (ExtPose (T=16))
  • 3D Hand Pose EstimationonHO-3D v2
    F@5mm
    0.57
    best: 0.667 (ExtPose (T=16))
  • 3D Hand Pose EstimationonHO-3D v2
    PA-MPJPE (mm)
    8.5
    best: 12.5 (Pose2Mesh)
  • 3D Hand Pose EstimationonHO-3D v2
    PA-MPVPE
    8.6
    best: 13.9 (I2L-MeshNet)
  • 3D Hand Pose EstimationonDexYCB
    Average MPJPE (mm)
    14
    best: 19 (AlignSDF)
  • 3D Hand Pose EstimationonDexYCB
    MPVPE
    13
    best: 13.1 (HandOccNet)
  • 3D Hand Pose EstimationonDexYCB
    PA-MPVPE
    5.5
    best: 5.6 (MobRecon)
  • 3D Hand Pose EstimationonDexYCB
    PA-VAUC
    89.1
    best: 90.2 (HOISDF)
  • 3D Hand Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE
    5.7
    best: 6.99 (METRO)
  • 3D Hand Pose EstimationonDexYCB
    VAUC
    76.2
    best: 80.5 (HOISDF)

Graphs12 results

  • Hand Pose EstimationonHO-3D v2
    AUC_J
    0.829
    best: 0.863 (ExtPose (T=16))
  • Hand Pose EstimationonHO-3D v2
    AUC_V
    0.828
    best: 0.856 (ExtPose (T=16))
  • Hand Pose EstimationonHO-3D v2
    F@15mm
    0.966
    best: 0.991 (ExtPose (T=16))
  • Hand Pose EstimationonHO-3D v2
    F@5mm
    0.57
    best: 0.667 (ExtPose (T=16))
  • Hand Pose EstimationonHO-3D v2
    PA-MPJPE (mm)
    8.5
    best: 12.5 (Pose2Mesh)
  • Hand Pose EstimationonHO-3D v2
    PA-MPVPE
    8.6
    best: 13.9 (I2L-MeshNet)
  • Hand Pose EstimationonDexYCB
    Average MPJPE (mm)
    14
    best: 19 (AlignSDF)
  • Hand Pose EstimationonDexYCB
    MPVPE
    13
    best: 13.1 (HandOccNet)
  • Hand Pose EstimationonDexYCB
    PA-MPVPE
    5.5
    best: 5.6 (MobRecon)
  • Hand Pose EstimationonDexYCB
    PA-VAUC
    89.1
    best: 90.2 (HOISDF)
  • Hand Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE
    5.7
    best: 6.99 (METRO)
  • Hand Pose EstimationonDexYCB
    VAUC
    76.2
    best: 80.5 (HOISDF)

Methodology12 results

  • 3DonHO-3D v2
    AUC_J
    0.829
    best: 0.863 (ExtPose (T=16))
  • 3DonHO-3D v2
    AUC_V
    0.828
    best: 0.856 (ExtPose (T=16))
  • 3DonHO-3D v2
    F@15mm
    0.966
    best: 0.991 (ExtPose (T=16))
  • 3DonHO-3D v2
    F@5mm
    0.57
    best: 0.667 (ExtPose (T=16))
  • 3DonHO-3D v2
    PA-MPJPE (mm)
    8.5
    best: 12.5 (Pose2Mesh)
  • 3DonHO-3D v2
    PA-MPVPE
    8.6
    best: 13.9 (I2L-MeshNet)
  • 3DonDexYCB
    Average MPJPE (mm)
    14
    best: 19 (AlignSDF)
  • 3DonDexYCB
    MPVPE
    13
    best: 13.1 (HandOccNet)
  • 3DonDexYCB
    PA-MPVPE
    5.5
    best: 5.6 (MobRecon)
  • 3DonDexYCB
    PA-VAUC
    89.1
    best: 90.2 (HOISDF)
  • 3DonDexYCB
    Procrustes-Aligned MPJPE
    5.7
    best: 6.99 (METRO)
  • 3DonDexYCB
    VAUC
    76.2
    best: 80.5 (HOISDF)

Audio12 results

  • 1 Image, 2*2 StitchionHO-3D v2
    AUC_J
    0.829
    best: 0.863 (ExtPose (T=16))
  • 1 Image, 2*2 StitchionHO-3D v2
    AUC_V
    0.828
    best: 0.856 (ExtPose (T=16))
  • 1 Image, 2*2 StitchionHO-3D v2
    F@15mm
    0.966
    best: 0.991 (ExtPose (T=16))
  • 1 Image, 2*2 StitchionHO-3D v2
    F@5mm
    0.57
    best: 0.667 (ExtPose (T=16))
  • 1 Image, 2*2 StitchionHO-3D v2
    PA-MPJPE (mm)
    8.5
    best: 12.5 (Pose2Mesh)
  • 1 Image, 2*2 StitchionHO-3D v2
    PA-MPVPE
    8.6
    best: 13.9 (I2L-MeshNet)
  • 1 Image, 2*2 StitchionDexYCB
    Average MPJPE (mm)
    14
    best: 19 (AlignSDF)
  • 1 Image, 2*2 StitchionDexYCB
    MPVPE
    13
    best: 13.1 (HandOccNet)
  • 1 Image, 2*2 StitchionDexYCB
    PA-MPVPE
    5.5
    best: 5.6 (MobRecon)
  • 1 Image, 2*2 StitchionDexYCB
    PA-VAUC
    89.1
    best: 90.2 (HOISDF)
  • 1 Image, 2*2 StitchionDexYCB
    Procrustes-Aligned MPJPE
    5.7
    best: 6.99 (METRO)
  • 1 Image, 2*2 StitchionDexYCB
    VAUC
    76.2
    best: 80.5 (HOISDF)