All-in-one HSI Restoration on ARAD (test)
0.37CLIP-IQAPSRSCI
Evaluation results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PSRSCIdegradation=All-in-one2026.01 | 0.37 | 22.59 | 0.71 | 0.225 | 0.2 | 38.58 | 0.25 | — | — | — | — | — | — | — | — | — | — | — | — | |
| VARSRdegradation=All-in-one2026.01 | 0.33 | 25.66 | 0.762 | 0.3 | 0.256 | 32.46 | 0.214 | — | — | — | — | — | — | — | — | — | — | — | — | |
| HSI-VARdegradation=All-in-one2026.01 | 0.326 | 29.06 | 0.862 | 0.228 | 0.215 | 33.22 | 0.225 | — | — | — | — | — | — | — | — | — | — | — | — | |
| HSI-VARRegression-based=true2026.01 | 0.326 | — | — | — | — | — | 0.225 | 0.331 | 0.23 | 0.329 | 0.23 | 0.322 | 0.197 | 0.317 | 0.213 | 0.328 | 0.232 | 0.328 | 0.234 | |
| PromptIRRegression-based=true2026.01 | 0.32 | — | — | — | — | — | 0.221 | 0.313 | 0.216 | 0.315 | 0.216 | 0.332 | 0.237 | 0.306 | 0.209 | 0.331 | 0.225 | 0.32 | 0.22 | |
| VLUNetRegression-based=true2026.01 | 0.319 | — | — | — | — | — | 0.218 | 0.325 | 0.214 | 0.328 | 0.228 | 0.325 | 0.226 | 0.302 | 0.209 | 0.323 | 0.224 | 0.32 | 0.22 |