3D Hand Pose Estimation On Dexycb
Metrics
Average MPJPE (mm)
MPVPE
PA-MPVPE
PA-VAUC
Procrustes-Aligned MPJPE
VAUC
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Average MPJPE (mm) | MPVPE | PA-MPVPE | PA-VAUC | Procrustes-Aligned MPJPE | VAUC |
|---|---|---|---|---|---|---|
| harmonious-feature-learning-for-interactive | 12.6 | 11.6 | 5.2 | 89.6 | 5.47 | 77.6 |
| h2onet-hand-occlusion-and-orientation-aware | 14.0 | 13.0 | 5.5 | 89.1 | 5.70 | 76.2 |
| hoisdf-constraining-3d-hand-object-pose | 10.1 | 9.9 | 4.9 | 90.2 | 5.13 | 80.5 |
| mmhmr-generative-masked-modeling-for-hand | 11.7 | 11.2 | 4.9 | - | 5.0 | - |
| a-simple-baseline-for-efficient-hand-mesh | 12.4 | 12.1 | 5.5 | - | 5.5 | - |
| handoccnet-occlusion-robust-3d-hand-mesh | 14.0 | 13.1 | 5.5 | 89.0 | 5.80 | 76.6 |
| weakly-supervised-3d-hand-pose-estimation-via | 17.3 | - | - | - | 6.83 | - |
| end-to-end-human-pose-and-mesh-reconstruction | 15.2 | - | - | - | 6.99 | - |
| 3d-hand-reconstruction-via-aggregating-intra | 13.2 | 12.4 | 5.4 | - | 5.6 | - |
| semi-supervised-3d-hand-object-poses | 15.2 | - | - | - | 6.58 | - |
| mobrecon-mobile-friendly-hand-mesh | 14.2 | 13.1 | 5.6 | 88.9 | 6.40 | 76.1 |