Lighting Estimation on Infinigen
0.25RMSE (Mirror)LiMo
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LiMoModality=image, Parameters=12B2025.12 | 0.25 | 0.16 | 0.16 | 0.17 | 0.41 | 0.11 | 0.13 | 0.18 | 0.78 | 0.95 | 0.94 | 0.95 | 4.4 | 2.3 | 2.2 | 2.4 | |
| LiMoModality=video, Parameters=5B2025.12 | 0.26 | 0.22 | 0.22 | 0.21 | 0.42 | 0.13 | 0.16 | 0.21 | 0.79 | 0.95 | 0.93 | 0.94 | 4.4 | 2.7 | 2.8 | 2.9 | |
| 4D LightingModality=image2025.12 | 0.34 | 0.36 | 0.38 | 0.38 | 1.36 | 0.62 | 0.64 | 0.74 | 0.72 | 0.86 | 0.85 | 0.84 | 14.7 | 11.2 | 11.5 | 11.6 | |
| Diff.LightModality=image2025.12 | 0.4 | 0.47 | 0.48 | 0.43 | 1.52 | 0.7 | 0.7 | 0.85 | 0.68 | 0.83 | 0.81 | 0.83 | 14.3 | 9.7 | 9.4 | 9.8 |