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Models/MobRecon

MobRecon

Reported on 84 benchmarks across 6 tasks · 1 paper · 42 SOTA

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

Computer Vision42 results

  • HandonFreiHAND
    PA-F@5mm· 2021-12-06
    0.784
    best: 0.825 (WiLoR)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonHO-3D v2
    F@15mm· 2021-12-06
    0.957
    best: 0.991 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonHO-3D v2
    F@5mm· 2021-12-06
    0.538
    best: 0.667 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonDexYCB
    MPVPE· 2021-12-06
    13.1
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonDexYCB
    PA-MPVPE· 2021-12-06
    5.6
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonDexYCB
    PA-VAUC· 2021-12-06
    88.9
    best: 90.2 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonDexYCB
    VAUC· 2021-12-06
    76.1
    best: 80.5 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonFreiHAND
    PA-F@5mm· 2021-12-06
    0.784
    best: 0.825 (WiLoR)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonHO-3D v2
    F@15mm· 2021-12-06
    0.957
    best: 0.991 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonHO-3D v2
    F@5mm· 2021-12-06
    0.538
    best: 0.667 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonDexYCB
    MPVPE· 2021-12-06
    13.1
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonDexYCB
    PA-MPVPE· 2021-12-06
    5.6
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonDexYCB
    PA-VAUC· 2021-12-06
    88.9
    best: 90.2 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonDexYCB
    VAUC· 2021-12-06
    76.1
    best: 80.5 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonFreiHAND
    PA-F@5mm· 2021-12-06
    0.784
    best: 0.825 (WiLoR)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonHO-3D v2
    F@15mm· 2021-12-06
    0.957
    best: 0.991 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonHO-3D v2
    F@5mm· 2021-12-06
    0.538
    best: 0.667 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonDexYCB
    MPVPE· 2021-12-06
    13.1
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonDexYCB
    PA-MPVPE· 2021-12-06
    5.6
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonDexYCB
    PA-VAUC· 2021-12-06
    88.9
    best: 90.2 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonDexYCB
    VAUC· 2021-12-06
    76.1
    best: 80.5 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonFreiHAND
    PA-F@15mm· 2021-12-06
    0.986
    best: 0.993 (ExtPose)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonFreiHAND
    PA-MPJPE· 2021-12-06
    5.7
    best: 15.7 (DetNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonFreiHAND
    PA-MPVPE· 2021-12-06
    5.8
    best: 13.2 (Hasson et al.)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonHO-3D v2
    PA-MPJPE (mm)· 2021-12-06
    9.2
    best: 12.5 (Pose2Mesh)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonHO-3D v2
    PA-MPVPE· 2021-12-06
    9.4
    best: 13.9 (I2L-MeshNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonDexYCB
    Average MPJPE (mm)· 2021-12-06
    14.2
    best: 19 (AlignSDF)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • HandonDexYCB
    Procrustes-Aligned MPJPE· 2021-12-06
    6.4
    best: 6.99 (METRO)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonFreiHAND
    PA-F@15mm· 2021-12-06
    0.986
    best: 0.993 (ExtPose)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonFreiHAND
    PA-MPJPE· 2021-12-06
    5.7
    best: 15.7 (DetNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonFreiHAND
    PA-MPVPE· 2021-12-06
    5.8
    best: 13.2 (Hasson et al.)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonHO-3D v2
    PA-MPJPE (mm)· 2021-12-06
    9.2
    best: 12.5 (Pose2Mesh)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonHO-3D v2
    PA-MPVPE· 2021-12-06
    9.4
    best: 13.9 (I2L-MeshNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonDexYCB
    Average MPJPE (mm)· 2021-12-06
    14.2
    best: 19 (AlignSDF)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE· 2021-12-06
    6.4
    best: 6.99 (METRO)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonFreiHAND
    PA-F@15mm· 2021-12-06
    0.986
    best: 0.993 (ExtPose)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonFreiHAND
    PA-MPJPE· 2021-12-06
    5.7
    best: 15.7 (DetNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonFreiHAND
    PA-MPVPE· 2021-12-06
    5.8
    best: 13.2 (Hasson et al.)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonHO-3D v2
    PA-MPJPE (mm)· 2021-12-06
    9.2
    best: 12.5 (Pose2Mesh)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonHO-3D v2
    PA-MPVPE· 2021-12-06
    9.4
    best: 13.9 (I2L-MeshNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonDexYCB
    Average MPJPE (mm)· 2021-12-06
    14.2
    best: 19 (AlignSDF)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3D Hand Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE· 2021-12-06
    6.4
    best: 6.99 (METRO)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753

Graphs14 results

  • Hand Pose EstimationonFreiHAND
    PA-F@5mm· 2021-12-06
    0.784
    best: 0.825 (WiLoR)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonHO-3D v2
    F@15mm· 2021-12-06
    0.957
    best: 0.991 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonHO-3D v2
    F@5mm· 2021-12-06
    0.538
    best: 0.667 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonDexYCB
    MPVPE· 2021-12-06
    13.1
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonDexYCB
    PA-MPVPE· 2021-12-06
    5.6
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonDexYCB
    PA-VAUC· 2021-12-06
    88.9
    best: 90.2 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonDexYCB
    VAUC· 2021-12-06
    76.1
    best: 80.5 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonFreiHAND
    PA-F@15mm· 2021-12-06
    0.986
    best: 0.993 (ExtPose)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonFreiHAND
    PA-MPJPE· 2021-12-06
    5.7
    best: 15.7 (DetNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonFreiHAND
    PA-MPVPE· 2021-12-06
    5.8
    best: 13.2 (Hasson et al.)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonHO-3D v2
    PA-MPJPE (mm)· 2021-12-06
    9.2
    best: 12.5 (Pose2Mesh)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonHO-3D v2
    PA-MPVPE· 2021-12-06
    9.4
    best: 13.9 (I2L-MeshNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonDexYCB
    Average MPJPE (mm)· 2021-12-06
    14.2
    best: 19 (AlignSDF)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • Hand Pose EstimationonDexYCB
    Procrustes-Aligned MPJPE· 2021-12-06
    6.4
    best: 6.99 (METRO)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753

Methodology14 results

  • 3DonFreiHAND
    PA-F@5mm· 2021-12-06
    0.784
    best: 0.825 (WiLoR)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonHO-3D v2
    F@15mm· 2021-12-06
    0.957
    best: 0.991 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonHO-3D v2
    F@5mm· 2021-12-06
    0.538
    best: 0.667 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonDexYCB
    MPVPE· 2021-12-06
    13.1
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonDexYCB
    PA-MPVPE· 2021-12-06
    5.6
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonDexYCB
    PA-VAUC· 2021-12-06
    88.9
    best: 90.2 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonDexYCB
    VAUC· 2021-12-06
    76.1
    best: 80.5 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonFreiHAND
    PA-F@15mm· 2021-12-06
    0.986
    best: 0.993 (ExtPose)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonFreiHAND
    PA-MPJPE· 2021-12-06
    5.7
    best: 15.7 (DetNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonFreiHAND
    PA-MPVPE· 2021-12-06
    5.8
    best: 13.2 (Hasson et al.)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonHO-3D v2
    PA-MPJPE (mm)· 2021-12-06
    9.2
    best: 12.5 (Pose2Mesh)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonHO-3D v2
    PA-MPVPE· 2021-12-06
    9.4
    best: 13.9 (I2L-MeshNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonDexYCB
    Average MPJPE (mm)· 2021-12-06
    14.2
    best: 19 (AlignSDF)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 3DonDexYCB
    Procrustes-Aligned MPJPE· 2021-12-06
    6.4
    best: 6.99 (METRO)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753

Audio14 results

  • 1 Image, 2*2 StitchionFreiHAND
    PA-F@5mm· 2021-12-06
    0.784
    best: 0.825 (WiLoR)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionHO-3D v2
    F@15mm· 2021-12-06
    0.957
    best: 0.991 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionHO-3D v2
    F@5mm· 2021-12-06
    0.538
    best: 0.667 (ExtPose (T=16))
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionDexYCB
    MPVPE· 2021-12-06
    13.1
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionDexYCB
    PA-MPVPE· 2021-12-06
    5.6
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionDexYCB
    PA-VAUC· 2021-12-06
    88.9
    best: 90.2 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionDexYCB
    VAUC· 2021-12-06
    76.1
    best: 80.5 (HOISDF)
    SOTA
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionFreiHAND
    PA-F@15mm· 2021-12-06
    0.986
    best: 0.993 (ExtPose)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionFreiHAND
    PA-MPJPE· 2021-12-06
    5.7
    best: 15.7 (DetNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionFreiHAND
    PA-MPVPE· 2021-12-06
    5.8
    best: 13.2 (Hasson et al.)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionHO-3D v2
    PA-MPJPE (mm)· 2021-12-06
    9.2
    best: 12.5 (Pose2Mesh)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionHO-3D v2
    PA-MPVPE· 2021-12-06
    9.4
    best: 13.9 (I2L-MeshNet)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionDexYCB
    Average MPJPE (mm)· 2021-12-06
    14.2
    best: 19 (AlignSDF)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753
  • 1 Image, 2*2 StitchionDexYCB
    Procrustes-Aligned MPJPE· 2021-12-06
    6.4
    best: 6.99 (METRO)
    MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImagearXiv:2112.02753