Defocus Deblurring on LSD
23.62PSNRUnSCAR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UnSCARTraining=Jointly trained on all tasks2026.03 | 23.62 | 0.84 | 0.25 | — | — | |
| InstructIRTraining=Jointly trained on all tasks2026.03 | 23.52 | 0.76 | 0.39 | — | — | |
| OneRestoreTraining=Jointly trained on all tasks2026.03 | 22.75 | 0.75 | 0.43 | — | — | |
| NAFNetTraining=Jointly trained on all tasks2026.03 | 22.61 | 0.83 | 0.35 | — | — | |
| RestormerTraining=Jointly trained on all tasks2026.03 | 22.35 | 0.8 | 0.56 | — | — | |
| PromptIRTraining=Jointly trained on all tasks2026.03 | 22.3 | 0.74 | 0.4 | — | — | |
| FoundIR-v22025.12 | 20.78 | 0.6708 | 0.3658 | 50.74 | 0.3615 | |
| AwRaCleTraining=Jointly trained on all tasks2026.03 | 20.6 | 0.7 | 0.55 | — | — | |
| AdaIRTraining=Jointly trained on all tasks2026.03 | 20.09 | 0.68 | 0.56 | — | — | |
| AutoDIR2025.12 | 20.01 | 0.7431 | 0.5163 | 18.82 | 0.2389 | |
| TransWeather2025.12 | 19.87 | 0.7308 | 0.5563 | 14.85 | 0.2468 | |
| DiffUIR2025.12 | 19.71 | 0.7357 | 0.5818 | 16.05 | 0.2071 | |
| DA-CLIP2025.12 | 19.65 | 0.7313 | 0.5179 | 15.73 | 0.2178 | |
| PromptIR2025.12 | 19.63 | 0.7335 | 0.5582 | 15.04 | 0.2225 | |
| X-Restormer2025.12 | 19.46 | 0.7336 | 0.5854 | 15.84 | 0.2288 | |
| InstructIR2025.12 | 19.28 | 0.7227 | 0.522 | 15.82 | 0.2121 | |
| FoundIR2025.12 | 19.18 | 0.7306 | 0.5701 | 15.92 | 0.2007 | |
| AgenticIR2025.12 | 18.3 | 0.7146 | 0.5337 | 22.63 | 0.2608 |