| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| IID-LI E=661, D=661, L=661 (randomly sampled) | IID-LI | WHDR0.353 | 14 | 3d ago | |
| Author's Dataset 110 samples (test) | Revisiting | WHDR0.181 | 14 | 3d ago | |
| IIW (test) | DPF | WHDR11.9 | 9 | 3d ago | |
| Bedroom images Out-of-domain | SPADE | Albedo MSE0.003 | 8 | 3d ago | |
| Bedroom images In-domain | SPADE | Albedo MSE0.0021 | 8 | 3d ago | |
| MIT intrinsic | MSE (Albedo)0.0032 | 6 | 3d ago | ||
| ARAP Real-World | Concept Distillation | CSM R78.46 | 4 | 2d ago | |
| ARAP Synthetic | Concept Distillation | CSM R6.04 | 4 | 2d ago | |
| ARAP | Concept Distillation | MSE (R)0.052 | 4 | 2d ago | |
| ShapeNet synthetic (test) | RetiNet | MSE (Albedo)0.0003 | 4 | 3d ago | |
| ARAP Real-World (test) | - | CSM R- | 0 | 3d ago | |
| ARAP Synthetic (test) | - | CSM R- | 0 | 3d ago | |
| ARAP (test) | - | MSE (R)- | 0 | 3d ago |
