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/SimpleHand

SimpleHand

Reported on 24 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 Vision12 results

HandonDexYCB
Average MPJPE (mm)· 2024-03-04
12.4
best: 19 (AlignSDF)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
HandonDexYCB
MPVPE· 2024-03-04
12.1
best: 13.1 (HandOccNet)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
HandonDexYCB
PA-MPVPE· 2024-03-04
5.5
best: 5.6 (MobRecon)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
HandonDexYCB
Procrustes-Aligned MPJPE· 2024-03-04
5.5
best: 6.99 (METRO)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
Pose EstimationonDexYCB
Average MPJPE (mm)· 2024-03-04
12.4
best: 19 (AlignSDF)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
Pose EstimationonDexYCB
MPVPE· 2024-03-04
12.1
best: 13.1 (HandOccNet)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
Pose EstimationonDexYCB
PA-MPVPE· 2024-03-04
5.5
best: 5.6 (MobRecon)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
Pose EstimationonDexYCB
Procrustes-Aligned MPJPE· 2024-03-04
5.5
best: 6.99 (METRO)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
3D Hand Pose EstimationonDexYCB
Average MPJPE (mm)· 2024-03-04
12.4
best: 19 (AlignSDF)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
3D Hand Pose EstimationonDexYCB
MPVPE· 2024-03-04
12.1
best: 13.1 (HandOccNet)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
3D Hand Pose EstimationonDexYCB
PA-MPVPE· 2024-03-04
5.5
best: 5.6 (MobRecon)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
3D Hand Pose EstimationonDexYCB
Procrustes-Aligned MPJPE· 2024-03-04
5.5
best: 6.99 (METRO)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813

Graphs4 results

Hand Pose EstimationonDexYCB
Average MPJPE (mm)· 2024-03-04
12.4
best: 19 (AlignSDF)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
Hand Pose EstimationonDexYCB
MPVPE· 2024-03-04
12.1
best: 13.1 (HandOccNet)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
Hand Pose EstimationonDexYCB
PA-MPVPE· 2024-03-04
5.5
best: 5.6 (MobRecon)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
Hand Pose EstimationonDexYCB
Procrustes-Aligned MPJPE· 2024-03-04
5.5
best: 6.99 (METRO)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813

Methodology4 results

3DonDexYCB
Average MPJPE (mm)· 2024-03-04
12.4
best: 19 (AlignSDF)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
3DonDexYCB
MPVPE· 2024-03-04
12.1
best: 13.1 (HandOccNet)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
3DonDexYCB
PA-MPVPE· 2024-03-04
5.5
best: 5.6 (MobRecon)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
3DonDexYCB
Procrustes-Aligned MPJPE· 2024-03-04
5.5
best: 6.99 (METRO)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813

Audio4 results

1 Image, 2*2 StitchionDexYCB
Average MPJPE (mm)· 2024-03-04
12.4
best: 19 (AlignSDF)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
1 Image, 2*2 StitchionDexYCB
MPVPE· 2024-03-04
12.1
best: 13.1 (HandOccNet)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
1 Image, 2*2 StitchionDexYCB
PA-MPVPE· 2024-03-04
5.5
best: 5.6 (MobRecon)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813
1 Image, 2*2 StitchionDexYCB
Procrustes-Aligned MPJPE· 2024-03-04
5.5
best: 6.99 (METRO)
A Simple Baseline for Efficient Hand Mesh Reconstruction arXiv:2403.01813