Surface Normal Estimation on LightProp 80k objects (test)
6.413MAE (Degrees)Neural LightRig
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Neural LightRig2024.12 | 6.413 | 4.897 | 38.656 | 56.78 | 70.938 | 82.853 | 95.412 | 98.063 | |
| StableNormal2024.12 | 8.034 | 6.568 | 21.393 | 43.917 | 63.74 | 78.568 | 93.671 | 96.785 | |
| GeoWizard2024.12 | 8.455 | 6.926 | 22.245 | 40.993 | 58.457 | 74.916 | 93.315 | 97.162 | |
| Marigold2024.12 | 8.652 | 7.078 | 25.219 | 42.289 | 58.062 | 72.873 | 92.326 | 96.742 | |
| DSINE2024.12 | 9.161 | 7.457 | 23.565 | 41.751 | 57.596 | 72.003 | 90.294 | 95.297 | |
| RGB->X2024.12 | 14.847 | 13.704 | 11.676 | 23.073 | 35.196 | 49.829 | 75.777 | 86.348 |