Hand Reconstruction on HO3D v3 (test)
6.8MPJPEHandOS
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HandOSExtra training data=true, GT box usage=false2024.12 | 6.8 | — | — | 6.7 | 68.8 | 98.3 | |
| HambaExtra training data=true2024.12 | 6.9 | — | — | 6.8 | 68.1 | 98.2 | |
| HandOSExtra training data=false, GT box usage=false2024.12 | 8.4 | — | — | 8.4 | 58.4 | 96.2 | |
| HandOSExtra training data=false, GT box usage=true2024.12 | 8.4 | — | — | 8.5 | 58.1 | 96.2 | |
| Ours (Probabilistic)Training Scheme=Supervised, Category=Probabilistic2023.04 | 8.7 | 82.6 | 83.4 | 8.3 | 59.3 | 96.4 | |
| AMVURExtra training data=false2024.12 | 8.7 | — | — | 8.3 | 59.3 | 96.4 | |
| Ours (AMVUR)Training Scheme=Supervised, Category=Model-free2023.04 | 9.8 | 80.3 | 81.1 | 9.7 | 52.8 | 95.3 | |
| Ours(final)Training Scheme=Weakly-Supervised, Category=Probabilistic2023.04 | 10.5 | 78.9 | 78.5 | 10.7 | 47.5 | 94.4 | |
| ArtiBoostTraining Scheme=Supervised, Category=Model-based2023.04 | 10.8 | 78.5 | 79.2 | 10.4 | 50.7 | 94.6 | |
| Keypoint TransTraining Scheme=Supervised, Category=Model-free2023.04 | 10.9 | 78.5 | — | — | — | — | |
| Ours (AMVUR)Training Scheme=Weakly-Supervised, Category=Model-free2023.04 | 10.9 | 77.8 | 72.4 | 13.6 | 40.3 | 90.4 | |
| Ours(prior-net)Training Scheme=Supervised, Category=Model-based2023.04 | 11.3 | 78 | 78.1 | 11 | 47.1 | 93.1 | |
| S^2 HANDTraining Scheme=Weakly-Supervised, Category=Model-based2023.04 | 11.5 | 76.9 | 77.8 | 11.1 | 44.8 | 93.2 | |
| Ours(prior-net)Training Scheme=Weakly-Supervised, Category=Model-based2023.04 | 12.1 | 75.9 | 76.3 | 11.9 | 42.2 | 92.1 |