Surface Normal Estimation on SfS benchmark (test)
11.49Cat Errorpatch diffusion model
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| patch diffusion modelData augmentation=without, Evaluation sampling protocol=average of top 5 estimates over 50 random seeds2024.05 | 11.49 | 15.56 | 14.17 | 13.3 | 9.27 | 8.72 | 22.01 | |
| Wonder3D2024.05 | 14.29 | 18.2 | 16.81 | 15.7 | 10.1 | 9.59 | 25.32 | |
| Xiong et. alLighting knowledge=known lighting2024.05 | 14.83 | 11.8 | 20.25 | 12.7 | 15.29 | 17.9 | 28.13 | |
| patch diffusion modelData augmentation=with, Evaluation sampling protocol=average of top 5 estimates over 50 random seeds2024.05 | 14.95 | 21.46 | 15.94 | 12.82 | 11.98 | 9.99 | 27.21 | |
| SIRFS Cross-Scale2024.05 | 20.02 | 19.86 | 21 | 23.26 | 13.17 | 11.96 | 25.8 |