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Models/HandBooster

HandBooster

Reported on 36 benchmarks across 6 tasks · 1 paper

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

Computer Vision18 results

HandonHO-3D v2
AUC_J· 2024-03-27
0.836
best: 0.863 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
HandonHO-3D v2
AUC_V· 2024-03-27
0.832
best: 0.856 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
HandonHO-3D v2
F@15mm· 2024-03-27
0.972
best: 0.991 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
HandonHO-3D v2
F@5mm· 2024-03-27
0.585
best: 0.667 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
HandonHO-3D v2
PA-MPJPE (mm)· 2024-03-27
8.2
best: 12.5 (Pose2Mesh)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
HandonHO-3D v2
PA-MPVPE· 2024-03-27
8.4
best: 13.9 (I2L-MeshNet)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Pose EstimationonHO-3D v2
AUC_J· 2024-03-27
0.836
best: 0.863 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Pose EstimationonHO-3D v2
AUC_V· 2024-03-27
0.832
best: 0.856 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Pose EstimationonHO-3D v2
F@15mm· 2024-03-27
0.972
best: 0.991 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Pose EstimationonHO-3D v2
F@5mm· 2024-03-27
0.585
best: 0.667 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2024-03-27
8.2
best: 12.5 (Pose2Mesh)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Pose EstimationonHO-3D v2
PA-MPVPE· 2024-03-27
8.4
best: 13.9 (I2L-MeshNet)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3D Hand Pose EstimationonHO-3D v2
AUC_J· 2024-03-27
0.836
best: 0.863 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3D Hand Pose EstimationonHO-3D v2
AUC_V· 2024-03-27
0.832
best: 0.856 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3D Hand Pose EstimationonHO-3D v2
F@15mm· 2024-03-27
0.972
best: 0.991 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3D Hand Pose EstimationonHO-3D v2
F@5mm· 2024-03-27
0.585
best: 0.667 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3D Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2024-03-27
8.2
best: 12.5 (Pose2Mesh)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3D Hand Pose EstimationonHO-3D v2
PA-MPVPE· 2024-03-27
8.4
best: 13.9 (I2L-MeshNet)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575

Graphs6 results

Hand Pose EstimationonHO-3D v2
AUC_J· 2024-03-27
0.836
best: 0.863 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Hand Pose EstimationonHO-3D v2
AUC_V· 2024-03-27
0.832
best: 0.856 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Hand Pose EstimationonHO-3D v2
F@15mm· 2024-03-27
0.972
best: 0.991 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Hand Pose EstimationonHO-3D v2
F@5mm· 2024-03-27
0.585
best: 0.667 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2024-03-27
8.2
best: 12.5 (Pose2Mesh)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
Hand Pose EstimationonHO-3D v2
PA-MPVPE· 2024-03-27
8.4
best: 13.9 (I2L-MeshNet)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575

Methodology6 results

3DonHO-3D v2
AUC_J· 2024-03-27
0.836
best: 0.863 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3DonHO-3D v2
AUC_V· 2024-03-27
0.832
best: 0.856 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3DonHO-3D v2
F@15mm· 2024-03-27
0.972
best: 0.991 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3DonHO-3D v2
F@5mm· 2024-03-27
0.585
best: 0.667 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3DonHO-3D v2
PA-MPJPE (mm)· 2024-03-27
8.2
best: 12.5 (Pose2Mesh)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
3DonHO-3D v2
PA-MPVPE· 2024-03-27
8.4
best: 13.9 (I2L-MeshNet)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575

Audio6 results

1 Image, 2*2 StitchionHO-3D v2
AUC_J· 2024-03-27
0.836
best: 0.863 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
1 Image, 2*2 StitchionHO-3D v2
AUC_V· 2024-03-27
0.832
best: 0.856 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
1 Image, 2*2 StitchionHO-3D v2
F@15mm· 2024-03-27
0.972
best: 0.991 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
1 Image, 2*2 StitchionHO-3D v2
F@5mm· 2024-03-27
0.585
best: 0.667 (ExtPose (T=16))
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
1 Image, 2*2 StitchionHO-3D v2
PA-MPJPE (mm)· 2024-03-27
8.2
best: 12.5 (Pose2Mesh)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575
1 Image, 2*2 StitchionHO-3D v2
PA-MPVPE· 2024-03-27
8.4
best: 13.9 (I2L-MeshNet)
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions arXiv:2403.18575