Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/S2Hand

S2Hand

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· 2021-03-22
0.773
best: 0.863 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
HandonHO-3D v2
AUC_V· 2021-03-22
0.777
best: 0.856 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
HandonHO-3D v2
F@15mm· 2021-03-22
0.93
best: 0.991 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
HandonHO-3D v2
F@5mm· 2021-03-22
0.45
best: 0.667 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
HandonHO-3D v2
PA-MPJPE (mm)· 2021-03-22
11.4
best: 12.5 (Pose2Mesh)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
HandonHO-3D v2
PA-MPVPE· 2021-03-22
11.2
best: 13.9 (I2L-MeshNet)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Pose EstimationonHO-3D v2
AUC_J· 2021-03-22
0.773
best: 0.863 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Pose EstimationonHO-3D v2
AUC_V· 2021-03-22
0.777
best: 0.856 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Pose EstimationonHO-3D v2
F@15mm· 2021-03-22
0.93
best: 0.991 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Pose EstimationonHO-3D v2
F@5mm· 2021-03-22
0.45
best: 0.667 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2021-03-22
11.4
best: 12.5 (Pose2Mesh)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Pose EstimationonHO-3D v2
PA-MPVPE· 2021-03-22
11.2
best: 13.9 (I2L-MeshNet)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3D Hand Pose EstimationonHO-3D v2
AUC_J· 2021-03-22
0.773
best: 0.863 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3D Hand Pose EstimationonHO-3D v2
AUC_V· 2021-03-22
0.777
best: 0.856 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3D Hand Pose EstimationonHO-3D v2
F@15mm· 2021-03-22
0.93
best: 0.991 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3D Hand Pose EstimationonHO-3D v2
F@5mm· 2021-03-22
0.45
best: 0.667 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3D Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2021-03-22
11.4
best: 12.5 (Pose2Mesh)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3D Hand Pose EstimationonHO-3D v2
PA-MPVPE· 2021-03-22
11.2
best: 13.9 (I2L-MeshNet)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703

Graphs6 results

Hand Pose EstimationonHO-3D v2
AUC_J· 2021-03-22
0.773
best: 0.863 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Hand Pose EstimationonHO-3D v2
AUC_V· 2021-03-22
0.777
best: 0.856 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Hand Pose EstimationonHO-3D v2
F@15mm· 2021-03-22
0.93
best: 0.991 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Hand Pose EstimationonHO-3D v2
F@5mm· 2021-03-22
0.45
best: 0.667 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Hand Pose EstimationonHO-3D v2
PA-MPJPE (mm)· 2021-03-22
11.4
best: 12.5 (Pose2Mesh)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
Hand Pose EstimationonHO-3D v2
PA-MPVPE· 2021-03-22
11.2
best: 13.9 (I2L-MeshNet)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703

Methodology6 results

3DonHO-3D v2
AUC_J· 2021-03-22
0.773
best: 0.863 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3DonHO-3D v2
AUC_V· 2021-03-22
0.777
best: 0.856 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3DonHO-3D v2
F@15mm· 2021-03-22
0.93
best: 0.991 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3DonHO-3D v2
F@5mm· 2021-03-22
0.45
best: 0.667 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3DonHO-3D v2
PA-MPJPE (mm)· 2021-03-22
11.4
best: 12.5 (Pose2Mesh)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
3DonHO-3D v2
PA-MPVPE· 2021-03-22
11.2
best: 13.9 (I2L-MeshNet)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703

Audio6 results

1 Image, 2*2 StitchionHO-3D v2
AUC_J· 2021-03-22
0.773
best: 0.863 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
1 Image, 2*2 StitchionHO-3D v2
AUC_V· 2021-03-22
0.777
best: 0.856 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
1 Image, 2*2 StitchionHO-3D v2
F@15mm· 2021-03-22
0.93
best: 0.991 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
1 Image, 2*2 StitchionHO-3D v2
F@5mm· 2021-03-22
0.45
best: 0.667 (ExtPose (T=16))
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
1 Image, 2*2 StitchionHO-3D v2
PA-MPJPE (mm)· 2021-03-22
11.4
best: 12.5 (Pose2Mesh)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703
1 Image, 2*2 StitchionHO-3D v2
PA-MPVPE· 2021-03-22
11.2
best: 13.9 (I2L-MeshNet)
Model-based 3D Hand Reconstruction via Self-Supervised Learning arXiv:2103.11703