Albedo Estimation on IIW v1.1 (test)
12.8WHDR 10%CRefNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CRefNetProtocol=Trained on IIW2025.12 | 12.8 | 10.8 | |
| PRISM-XProtocol=Zero-shot2025.12 | 12.9 | 11.9 | |
| Marigold-XProtocol=Zero-shot2025.12 | 15.2 | 14 | |
| Marigold (base variant)Protocol=Zero-shot2025.12 | 16.7 | 14.8 | |
| Careaga and AksoyProtocol=Zero-shot, citation=[7]2025.12 | 16.8 | 15.6 | |
| PRISMProtocol=Zero-shot2025.12 | 17.2 | 15.9 | |
| OmniGen2Protocol=Zero-shot2025.12 | 17.8 | 14.3 | |
| RGB<->XProtocol=Zero-shot2025.12 | 23.6 | 21.1 | |
| Careaga and AksoyProtocol=Zero-shot, citation=[6]2025.12 | 24.8 | 19.2 | |
| Kocsis et al.Protocol=Zero-shot2025.12 | 26.1 | 20.7 | |
| Zhu et al.Protocol=Zero-shot2025.12 | 34.7 | 24.1 |