Albedo Estimation on ARAP
0.02LMSEPRISM-X
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PRISM-XReasonX variant=true2025.12 | 0.02 | 0.142 | 0.82 | |
| FlowIIDFinetuned on ARAP dataset=false2026.01 | 0.021 | 0.108 | 0.76 | |
| Careaga and Aksoy [7]2025.12 | 0.021 | 0.149 | 0.796 | |
| Marigold-XReasonX variant=true2025.12 | 0.021 | 0.149 | 0.781 | |
| Marigold2025.12 | 0.022 | 0.158 | 0.732 | |
| PRISM2025.12 | 0.022 | 0.149 | 0.798 | |
| Niid-netFinetuned on ARAP dataset=true2026.01 | 0.023 | 0.129 | 0.788 | |
| Careaga and AksoyFinetuned on ARAP dataset=false, Citation ID=[25]2026.01 | 0.023 | 0.145 | 0.7 | |
| Careaga and AksoyFinetuned on ARAP dataset=false, Citation ID=[4]2026.01 | 0.025 | 0.14 | 0.671 | |
| RGB↔X2025.12 | 0.025 | 0.177 | 0.738 | |
| Zhu et al.Finetuned on ARAP dataset=false2026.01 | 0.029 | 0.184 | 0.729 | |
| Zhu et al.2025.12 | 0.029 | 0.184 | 0.729 | |
| Kocsis et al.Finetuned on ARAP dataset=false2026.01 | 0.03 | 0.16 | 0.738 | |
| Kocsis et al.2025.12 | 0.03 | 0.16 | 0.738 | |
| PIENetFinetuned on ARAP dataset=false2026.01 | 0.031 | 0.139 | 0.718 | |
| Careaga and Aksoy [6]2025.12 | 0.035 | 0.162 | 0.751 | |
| IntrinsicanythingFinetuned on ARAP dataset=false2026.01 | 0.038 | 0.171 | 0.692 | |
| Lettry et al.Finetuned on ARAP dataset=false2026.01 | 0.042 | 0.163 | 0.67 | |
| OmniGen22025.12 | 0.046 | 0.225 | 0.668 |