Illumination estimation on MultiGP
1.14Log RMSEMultiGP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MultiGPObject selection=multiple2026.03 | 1.14 | 11.34 | 0.3 | 0.66 | |
| MultiGPObject selection=single2026.03 | 1.22 | 11.07 | 0.28 | 0.66 | |
| MultiGPGeometry estimation=Marigold-E2E-FT [11]2026.03 | 1.23 | 11.03 | 0.3 | 0.66 | |
| IID2026.03 | 1.36 | 10 | 0.3 | 0.75 | |
| DRMObject selection=single (sharpest estimated reflectance)2026.03 | 1.55 | 9.62 | 0.2 | 0.7 | |
| DiffusionLight2026.03 | 1.63 | 10.74 | 0.29 | 0.64 | |
| DRMGeometry estimation=Marigold-E2E-FT [11]2026.03 | 1.67 | 9.58 | 0.19 | 0.69 | |
| DPI2026.03 | 4.02 | 9.77 | 0.26 | 0.68 |