Egocentric Hand Motion Reconstruction on HOI4D (held-out)
98.4AccuracyViDiHand
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ViDiHandModel Category=video method2026.06 | 98.4 | 99.1 | 99 | 30.09 | 13.96 | 24.46 | 23.42 | 11.7 | 4.01 | |
| WiLoRModel Category=single-image regressor2026.06 | 96.2 | 96.5 | 97.2 | 41.603 | 27.767 | 43.335 | 25.603 | 11.6 | 17.735 | |
| HaWoRModel Category=world-frame video method2026.06 | 86.8 | 86.3 | 91.8 | 58.442 | 39.665 | 144.229 | 43.209 | 14 | 28.098 | |
| Dyn-HaMRModel Category=world-frame video method2026.06 | 74.9 | 86.1 | 84.4 | 52.826 | 40.172 | 151.902 | 40.306 | 25.8 | 18.146 | |
| InterWildModel Category=single-image regressor2026.06 | 73.1 | 92.2 | 86.4 | 53.072 | 22.909 | 80.549 | 41.743 | 22.8 | 98.866 | |
| HaMeRModel Category=single-image regressor2026.06 | 73 | 92.3 | 86.4 | 48.875 | 33.215 | 81.717 | 33.636 | 18.7 | 20.197 | |
| WildHandsSpecialization=two-hand2026.06 | 73 | 92.4 | 86.4 | 45.623 | 23.601 | 82.246 | 45.654 | 15.9 | 18.615 | |
| HambaModel Category=single-image regressor2026.06 | 70.9 | 88.5 | 84.9 | 51.698 | 37.395 | 117.801 | 37.466 | 20.4 | 21.74 | |
| OmniHandsSpecialization=egocentric2026.06 | 65.5 | 93.7 | 83.4 | 44.255 | 18.689 | 70.662 | 34.392 | 10.8 | 24.212 |