Egocentric latent state prediction on HOMAGE
0.057L2 Distance (2s)EgoExo-WM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EgoExo-WMDescription=Converted exocentric data2026.05 | 0.057 | 0.047 | 40.4 | 53.1 | |
| Naive EgoExo-WMDescription=Naive use of raw exocentric video2026.05 | 0.065 | 0.053 | 34.7 | 44.7 | |
| Ego-WMDescription=Egocentric-only training2026.05 | 0.069 | 0.058 | 31.3 | 39.6 | |
| EgoControl*Resolution=224x2242026.05 | 0.099 | 0.087 | 35.2 | 45.8 | |
| PEVA-XXLContext Frames=15, Resolution=224x2242026.05 | 0.109 | 0.103 | 32.1 | 36.5 | |
| PEVA-XLContext Frames=15, Resolution=224x2242026.05 | 0.112 | 0.107 | 30.8 | 35.7 | |
| PEVA-LContext Frames=7, Resolution=224x2242026.05 | 0.115 | 0.108 | 32.6 | 40.2 |