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Models/Hamba

Hamba

Reported on 132 benchmarks across 6 tasks · 1 paper · 60 SOTA

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

Computer Vision66 results

  • HandonHO-3D v3
    AUC_J· 2024-07-12
    0.861
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v3
    AUC_V· 2024-07-12
    0.864
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v3
    F@15mm· 2024-07-12
    0.982
    best: 0.984 (MaskHand)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v3
    F@5mm· 2024-07-12
    0.681
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonFreiHAND
    PA-F@15mm· 2024-07-12
    0.992
    best: 0.993 (ExtPose)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonFreiHAND
    PA-F@5mm· 2024-07-12
    0.806
    best: 0.825 (WiLoR)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v2
    AUC_J· 2024-07-12
    0.85
    best: 0.863 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v2
    AUC_V· 2024-07-12
    0.846
    best: 0.856 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v2
    F@15mm· 2024-07-12
    0.982
    best: 0.991 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v2
    F@5mm· 2024-07-12
    0.648
    best: 0.667 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v3
    AUC_J· 2024-07-12
    0.861
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v3
    AUC_V· 2024-07-12
    0.864
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v3
    F@15mm· 2024-07-12
    0.982
    best: 0.984 (MaskHand)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v3
    F@5mm· 2024-07-12
    0.681
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonFreiHAND
    PA-F@15mm· 2024-07-12
    0.992
    best: 0.993 (ExtPose)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonFreiHAND
    PA-F@5mm· 2024-07-12
    0.806
    best: 0.825 (WiLoR)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v2
    AUC_J· 2024-07-12
    0.85
    best: 0.863 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v2
    AUC_V· 2024-07-12
    0.846
    best: 0.856 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v2
    F@15mm· 2024-07-12
    0.982
    best: 0.991 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v2
    F@5mm· 2024-07-12
    0.648
    best: 0.667 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v3
    AUC_J· 2024-07-12
    0.861
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v3
    AUC_V· 2024-07-12
    0.864
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v3
    F@15mm· 2024-07-12
    0.982
    best: 0.984 (MaskHand)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v3
    F@5mm· 2024-07-12
    0.681
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonFreiHAND
    PA-F@15mm· 2024-07-12
    0.992
    best: 0.993 (ExtPose)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonFreiHAND
    PA-F@5mm· 2024-07-12
    0.806
    best: 0.825 (WiLoR)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v2
    AUC_J· 2024-07-12
    0.85
    best: 0.863 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v2
    AUC_V· 2024-07-12
    0.846
    best: 0.856 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v2
    F@15mm· 2024-07-12
    0.982
    best: 0.991 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v2
    F@5mm· 2024-07-12
    0.648
    best: 0.667 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v3
    PA-MPJPE· 2024-07-12
    6.9
    best: 11.5 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v3
    PA-MPVPE· 2024-07-12
    6.8
    best: 11.1 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonFreiHAND
    PA-MPJPE· 2024-07-12
    5.7
    best: 15.7 (DetNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonFreiHAND
    PA-MPVPE· 2024-07-12
    5.3
    best: 13.2 (Hasson et al.)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHInt: Hand Interactions in the wild
    PCK@0.05 (New Days) All· 2024-07-12
    48.7
    best: 59.6 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Occ· 2024-07-12
    28.2
    best: 33.2 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Visible· 2024-07-12
    61.2
    best: 62.9 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) All· 2024-07-12
    47.2
    best: 61.1 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Occ· 2024-07-12
    29.9
    best: 42.6 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Visible· 2024-07-12
    61.4
    best: 66.5 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v2
    PA-MPJPE (mm)· 2024-07-12
    7.5
    best: 12.5 (Pose2Mesh)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • HandonHO-3D v2
    PA-MPVPE· 2024-07-12
    7.7
    best: 13.9 (I2L-MeshNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v3
    PA-MPJPE· 2024-07-12
    6.9
    best: 11.5 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v3
    PA-MPVPE· 2024-07-12
    6.8
    best: 11.1 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonFreiHAND
    PA-MPJPE· 2024-07-12
    5.7
    best: 15.7 (DetNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonFreiHAND
    PA-MPVPE· 2024-07-12
    5.3
    best: 13.2 (Hasson et al.)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (New Days) All· 2024-07-12
    48.7
    best: 59.6 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Occ· 2024-07-12
    28.2
    best: 33.2 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Visible· 2024-07-12
    61.2
    best: 62.9 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) All· 2024-07-12
    47.2
    best: 61.1 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Occ· 2024-07-12
    29.9
    best: 42.6 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Visible· 2024-07-12
    61.4
    best: 66.5 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v2
    PA-MPJPE (mm)· 2024-07-12
    7.5
    best: 12.5 (Pose2Mesh)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Pose EstimationonHO-3D v2
    PA-MPVPE· 2024-07-12
    7.7
    best: 13.9 (I2L-MeshNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v3
    PA-MPJPE· 2024-07-12
    6.9
    best: 11.5 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v3
    PA-MPVPE· 2024-07-12
    6.8
    best: 11.1 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonFreiHAND
    PA-MPJPE· 2024-07-12
    5.7
    best: 15.7 (DetNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonFreiHAND
    PA-MPVPE· 2024-07-12
    5.3
    best: 13.2 (Hasson et al.)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (New Days) All· 2024-07-12
    48.7
    best: 59.6 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Occ· 2024-07-12
    28.2
    best: 33.2 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Visible· 2024-07-12
    61.2
    best: 62.9 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) All· 2024-07-12
    47.2
    best: 61.1 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Occ· 2024-07-12
    29.9
    best: 42.6 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Visible· 2024-07-12
    61.4
    best: 66.5 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v2
    PA-MPJPE (mm)· 2024-07-12
    7.5
    best: 12.5 (Pose2Mesh)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3D Hand Pose EstimationonHO-3D v2
    PA-MPVPE· 2024-07-12
    7.7
    best: 13.9 (I2L-MeshNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646

Graphs22 results

  • Hand Pose EstimationonHO-3D v3
    AUC_J· 2024-07-12
    0.861
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v3
    AUC_V· 2024-07-12
    0.864
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v3
    F@15mm· 2024-07-12
    0.982
    best: 0.984 (MaskHand)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v3
    F@5mm· 2024-07-12
    0.681
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonFreiHAND
    PA-F@15mm· 2024-07-12
    0.992
    best: 0.993 (ExtPose)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonFreiHAND
    PA-F@5mm· 2024-07-12
    0.806
    best: 0.825 (WiLoR)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v2
    AUC_J· 2024-07-12
    0.85
    best: 0.863 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v2
    AUC_V· 2024-07-12
    0.846
    best: 0.856 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v2
    F@15mm· 2024-07-12
    0.982
    best: 0.991 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v2
    F@5mm· 2024-07-12
    0.648
    best: 0.667 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v3
    PA-MPJPE· 2024-07-12
    6.9
    best: 11.5 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v3
    PA-MPVPE· 2024-07-12
    6.8
    best: 11.1 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonFreiHAND
    PA-MPJPE· 2024-07-12
    5.7
    best: 15.7 (DetNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonFreiHAND
    PA-MPVPE· 2024-07-12
    5.3
    best: 13.2 (Hasson et al.)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (New Days) All· 2024-07-12
    48.7
    best: 59.6 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Occ· 2024-07-12
    28.2
    best: 33.2 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Visible· 2024-07-12
    61.2
    best: 62.9 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) All· 2024-07-12
    47.2
    best: 61.1 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Occ· 2024-07-12
    29.9
    best: 42.6 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Visible· 2024-07-12
    61.4
    best: 66.5 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v2
    PA-MPJPE (mm)· 2024-07-12
    7.5
    best: 12.5 (Pose2Mesh)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • Hand Pose EstimationonHO-3D v2
    PA-MPVPE· 2024-07-12
    7.7
    best: 13.9 (I2L-MeshNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646

Methodology22 results

  • 3DonHO-3D v3
    AUC_J· 2024-07-12
    0.861
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v3
    AUC_V· 2024-07-12
    0.864
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v3
    F@15mm· 2024-07-12
    0.982
    best: 0.984 (MaskHand)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v3
    F@5mm· 2024-07-12
    0.681
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonFreiHAND
    PA-F@15mm· 2024-07-12
    0.992
    best: 0.993 (ExtPose)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonFreiHAND
    PA-F@5mm· 2024-07-12
    0.806
    best: 0.825 (WiLoR)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v2
    AUC_J· 2024-07-12
    0.85
    best: 0.863 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v2
    AUC_V· 2024-07-12
    0.846
    best: 0.856 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v2
    F@15mm· 2024-07-12
    0.982
    best: 0.991 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v2
    F@5mm· 2024-07-12
    0.648
    best: 0.667 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v3
    PA-MPJPE· 2024-07-12
    6.9
    best: 11.5 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v3
    PA-MPVPE· 2024-07-12
    6.8
    best: 11.1 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonFreiHAND
    PA-MPJPE· 2024-07-12
    5.7
    best: 15.7 (DetNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonFreiHAND
    PA-MPVPE· 2024-07-12
    5.3
    best: 13.2 (Hasson et al.)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHInt: Hand Interactions in the wild
    PCK@0.05 (New Days) All· 2024-07-12
    48.7
    best: 59.6 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Occ· 2024-07-12
    28.2
    best: 33.2 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Visible· 2024-07-12
    61.2
    best: 62.9 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) All· 2024-07-12
    47.2
    best: 61.1 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Occ· 2024-07-12
    29.9
    best: 42.6 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Visible· 2024-07-12
    61.4
    best: 66.5 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v2
    PA-MPJPE (mm)· 2024-07-12
    7.5
    best: 12.5 (Pose2Mesh)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 3DonHO-3D v2
    PA-MPVPE· 2024-07-12
    7.7
    best: 13.9 (I2L-MeshNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646

Audio22 results

  • 1 Image, 2*2 StitchionHO-3D v3
    AUC_J· 2024-07-12
    0.861
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v3
    AUC_V· 2024-07-12
    0.864
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v3
    F@15mm· 2024-07-12
    0.982
    best: 0.984 (MaskHand)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v3
    F@5mm· 2024-07-12
    0.681
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionFreiHAND
    PA-F@15mm· 2024-07-12
    0.992
    best: 0.993 (ExtPose)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionFreiHAND
    PA-F@5mm· 2024-07-12
    0.806
    best: 0.825 (WiLoR)
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v2
    AUC_J· 2024-07-12
    0.85
    best: 0.863 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v2
    AUC_V· 2024-07-12
    0.846
    best: 0.856 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v2
    F@15mm· 2024-07-12
    0.982
    best: 0.991 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v2
    F@5mm· 2024-07-12
    0.648
    best: 0.667 (ExtPose (T=16))
    SOTA
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v3
    PA-MPJPE· 2024-07-12
    6.9
    best: 11.5 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v3
    PA-MPVPE· 2024-07-12
    6.8
    best: 11.1 (S2HAND)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionFreiHAND
    PA-MPJPE· 2024-07-12
    5.7
    best: 15.7 (DetNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionFreiHAND
    PA-MPVPE· 2024-07-12
    5.3
    best: 13.2 (Hasson et al.)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
    PCK@0.05 (New Days) All· 2024-07-12
    48.7
    best: 59.6 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Occ· 2024-07-12
    28.2
    best: 33.2 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
    PCK@0.05 (NewDays) Visible· 2024-07-12
    61.2
    best: 62.9 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) All· 2024-07-12
    47.2
    best: 61.1 (ExtPose*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Occ· 2024-07-12
    29.9
    best: 42.6 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHInt: Hand Interactions in the wild
    PCK@0.05 (VISOR) Visible· 2024-07-12
    61.4
    best: 66.5 (HaMeR*)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v2
    PA-MPJPE (mm)· 2024-07-12
    7.5
    best: 12.5 (Pose2Mesh)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646
  • 1 Image, 2*2 StitchionHO-3D v2
    PA-MPVPE· 2024-07-12
    7.7
    best: 13.9 (I2L-MeshNet)
    Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning MambaarXiv:2407.09646