Deshadowing on SRD
31.32PSNRUnSCAR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UnSCARTraining=Jointly trained on all tasks2026.03 | 31.32 | 0.95 | 0.05 | |
| OneRestoreTraining=Jointly trained on all tasks2026.03 | 29.64 | 0.89 | 0.1 | |
| InstructIRTraining=Jointly trained on all tasks2026.03 | 29.61 | 0.9 | 0.1 | |
| NAFNetTraining=Jointly trained on all tasks2026.03 | 28.96 | 0.9 | 0.09 | |
| TGPNet2026.04 | 28.4 | 0.8747 | — | |
| TGPNetNumber of degradation types=2 Types2026.04 | 28 | 0.8727 | — | |
| TGPNetNumber of degradation types=3 Types2026.04 | 27.96 | 0.8732 | — | |
| CR-former2026.04 | 27.47 | 0.8706 | — | |
| CR-formerNumber of degradation types=3 Types2026.04 | 27.24 | 0.8696 | — | |
| CR-formerNumber of degradation types=2 Types2026.04 | 27.13 | 0.8679 | — | |
| AdaIR2026.04 | 26.99 | 0.8679 | — | |
| PromptIR2026.04 | 26.33 | 0.8653 | — | |
| MOCE-IR2026.04 | 26.14 | 0.8685 | — | |
| PromptHSI2026.04 | 25.96 | 0.861 | — | |
| AdaIRNumber of degradation types=2 Types2026.04 | 25.02 | 0.8563 | — | |
| PromptIRNumber of degradation types=3 Types2026.04 | 24.9 | 0.857 | — | |
| PromptHSINumber of degradation types=2 Types2026.04 | 24.89 | 0.8563 | — | |
| PromptIRNumber of degradation types=2 Types2026.04 | 24.77 | 0.8559 | — | |
| MOCE-IRNumber of degradation types=3 Types2026.04 | 24.63 | 0.8562 | — | |
| PromptHSINumber of degradation types=3 Types2026.04 | 24.52 | 0.8512 | — | |
| ArtNumber of degradation types=2 Types2026.04 | 24.46 | 0.8399 | — | |
| MOCE-IRNumber of degradation types=2 Types2026.04 | 24.17 | 0.8509 | — | |
| Art2026.04 | 23.65 | 0.8188 | — | |
| AdaIRNumber of degradation types=3 Types2026.04 | 23.62 | 0.8507 | — | |
| ArtNumber of degradation types=3 Types2026.04 | 22.86 | 0.806 | — | |
| PromptIRTraining=Jointly trained on all tasks2026.03 | 22.51 | 0.86 | 0.14 | |
| AwRaCleTraining=Jointly trained on all tasks2026.03 | 21.3 | 0.85 | 0.17 | |
| RestormerTraining=Jointly trained on all tasks2026.03 | 18.71 | 0.82 | 0.18 | |
| AdaIRTraining=Jointly trained on all tasks2026.03 | 16.98 | 0.8 | 0.19 |