Intrinsic Image Decomposition on IID-LI E=661, D=661, L=661 (randomly sampled)
0.353WHDRIID-LI
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IID-LIablation=none2023.03 | 0.353 | 62.5 | 59.6 | 60.2 | |
| Bi et al.2023.03 | 0.406 | 56.1 | 52.2 | 49 | |
| IID-LIablation=without LID2023.03 | 0.41 | 54.7 | 53.2 | 53.4 | |
| USI3Dimplementation=retrained on our dataset2023.03 | 0.422 | 53.9 | 50 | 45.4 | |
| Revisiting2023.03 | 0.428 | 63.5 | 47 | 44.2 | |
| USI3Dimplementation=baseline2023.03 | 0.432 | 53.4 | 50 | 45.1 | |
| Bell et al.2023.03 | 0.446 | 50.4 | 45.3 | 41.4 | |
| Retinex2023.03 | 0.452 | 52.3 | 44.5 | 42 | |
| Color Retinex2023.03 | 0.452 | 53.1 | 44.5 | 42 | |
| IID-LIablation=without Lint2023.03 | 0.455 | 51.3 | 47.3 | 43 | |
| IIDWW2023.03 | 0.464 | 48.9 | 47.5 | 41.7 | |
| UidSequence2023.03 | 0.483 | 45.3 | 45 | 41.9 | |
| Baseline Rvariant=R2023.03 | 0.527 | 37.5 | 44 | 35 | |
| Baseline Svariant=S2023.03 | 0.529 | 36.1 | 34 | 22.7 |