3D Hand Reconstruction on DexYCB (test)
0MPVPEGT
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GT2023.05 | 0 | — | — | — | 0.15 | 3.21 | — | — | — | — | — | — | |
| HandOS2024.12 | 5 | 5.2 | — | — | — | — | — | — | 0.896 | — | — | — | |
| HandOccNet2024.12 | 5.5 | 5.8 | — | — | — | — | — | — | — | — | — | — | |
| H2ONet2024.12 | 5.5 | 5.7 | — | — | — | — | — | — | — | — | — | — | |
| Zhou et al.2024.12 | 5.5 | 5.5 | — | — | — | — | — | — | — | — | — | — | |
| MobRecon2024.12 | 5.6 | 6.4 | — | — | — | — | — | — | — | — | — | — | |
| WSIM 3D HandArchitecture=GCN2023.05 | 9.12 | 8.92 | 0.25 | 0.12 | — | — | — | — | — | — | — | — | |
| WSIM 3D HandInteraction refinement=Before2023.05 | 9.12 | — | — | — | 0.94 | 16.51 | — | — | — | — | — | — | |
| WSIM 3D HandInteraction refinement=After2023.05 | 9.33 | — | — | — | 0.45 | 6.73 | — | — | — | — | — | — | |
| GCN-Vert2023.05 | 9.39 | 8.93 | 0.51 | 0.15 | — | — | — | — | — | — | — | — | |
| GCN-Vert2023.05 | 9.39 | — | — | — | 0.98 | 16.95 | — | — | — | — | — | — | |
| WSIM 3D HandArchitecture=Trans2023.05 | 9.67 | 9.13 | 0.28 | 0.14 | — | — | — | — | — | — | — | — | |
| Transformer2023.05 | 10.48 | 9.51 | 0.65 | 0.15 | — | — | — | — | — | — | — | — | |
| Transformer2023.05 | 10.48 | — | — | — | 1.05 | 17.54 | — | — | — | — | — | — | |
| MaskHand2024.12 | 11.2 | 11.7 | — | — | — | — | 5 | 4.9 | — | — | — | — | |
| MANO CNN2023.05 | 11.61 | 10.68 | 0.3 | 0.14 | — | — | — | — | — | — | — | — | |
| MANO-CNN2023.05 | 11.61 | — | — | — | 1.01 | 16.78 | — | — | — | — | — | — | |
| SimpleHand2024.03 | 12.1 | 12.4 | — | — | — | — | 5.5 | 5.5 | — | — | — | — | |
| Zhou et al.2024.12 | 12.1 | 12.4 | — | — | — | — | 5.5 | 5.5 | — | — | — | — | |
| Boukhayma et al.2023.05 | 12.98 | 12.88 | 0.48 | 0.15 | — | — | — | — | — | — | — | — | |
| H2ONet2024.03 | 13 | 14 | — | — | — | — | 5.7 | 5.5 | — | — | — | — | |
| H2ONet2024.12 | 13 | 14 | — | — | — | — | 5.7 | 5.5 | — | — | — | — | |
| HandOccNet2024.03 | 13.1 | 14 | — | — | — | — | 5.8 | 5.5 | — | — | — | — | |
| MobRecon2024.03 | 13.1 | 14.2 | — | — | — | — | 6.4 | 5.6 | — | — | — | — | |
| HandOccNet2024.12 | 13.1 | 14 | — | — | — | — | 5.8 | 5.5 | — | — | — | — | |
| MobRecon2024.12 | 13.1 | 14.2 | — | — | — | — | 6.4 | 5.6 | — | — | — | — | |
| GCN-Joint2023.05 | 15.12 | 10.07 | 3.49 | 0.31 | — | — | — | — | — | — | — | — | |
| MANO-Joint2023.05 | 16.15 | 15.44 | 0.42 | 0.22 | — | — | — | — | — | — | — | — | |
| DeformerInput Modality=temporal2026.02 | — | — | — | — | — | — | — | — | 0.896 | 5.22 | 5.7 | 6.34 | |
| Hand3RInput Modality=temporal2026.02 | — | — | — | — | — | — | — | — | 0.905 | 4.83 | 4.43 | 5.52 | |
| HandOccNetInput Modality=monocular2026.02 | — | — | — | — | — | — | — | — | 0.884 | 5.8 | 6.43 | 7.37 | |
| HaWoRInput Modality=temporal2026.02 | — | — | — | — | — | — | — | — | 0.905 | 4.76 | 5.03 | 5.07 | |
| Liu et al.2024.03 | — | — | — | — | — | — | 6.6 | — | — | — | — | — | |
| Liu et al.2024.12 | — | — | — | — | — | — | 6.6 | — | — | — | — | — | |
| MeshGraphormerInput Modality=monocular2026.02 | — | — | — | — | — | — | — | — | 0.872 | 6.41 | 7.22 | 7.76 | |
| METRO2024.03 | — | — | — | — | — | — | 7 | — | — | — | — | — | |
| METRO2024.12 | — | — | — | — | — | — | 7 | — | — | — | — | — | |
| S2HAND(V)Input Modality=temporal2026.02 | — | — | — | — | — | — | — | — | 0.855 | 7.27 | 7.71 | 7.87 | |
| SemiHandObjInput Modality=monocular2026.02 | — | — | — | — | — | — | — | — | 0.874 | 6.33 | 7.17 | 8.96 | |
| Spurr et al.2024.03 | — | — | — | — | — | — | 6.8 | — | — | — | — | — | |
| Spurr et al.2024.12 | — | 6.8 | — | — | — | — | — | — | 0.864 | — | — | — | |
| Spurr et al.2024.12 | — | — | — | — | — | — | 6.8 | — | — | — | — | — | |
| Spurr et al.Input Modality=monocular2026.02 | — | — | — | — | — | — | — | — | 0.864 | 6.83 | 8 | 10.65 | |
| TCMRInput Modality=temporal2026.02 | — | — | — | — | — | — | — | — | 0.875 | 6.28 | 6.58 | 6.95 | |
| VIBEInput Modality=temporal2026.02 | — | — | — | — | — | — | — | — | 0.871 | 6.43 | 6.84 | 7.06 | |
| WiLoRInput Modality=monocular2026.02 | — | — | — | — | — | — | — | — | 0.9 | 5.01 | 5.42 | 5.68 |