Image Restoration on RDRF (test)
29.41PSNRDiffUR3
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DiffUR3sampling steps=502026.03 | 29.41 | 93.72 | 0.0813 | 74.72 | 67.05 | 70.43 | |
| DiffUR3Stage=I2026.03 | 28.82 | 93.54 | 0.0925 | 73.48 | 63.42 | 66.48 | |
| DiffUIRType=Re-trained All-in-One, re-trained=true2026.03 | 28.39 | 93 | 0.0991 | 71.83 | 62.16 | 63.11 | |
| HistoformerType=Re-trained All-in-One, re-trained=true2026.03 | 28.31 | 93.15 | 0.0955 | 72.19 | 62.21 | 65.07 | |
| DAIType=Reflection removal, Venue=AAAI20262026.03 | 27.48 | 92.51 | 0.1058 | 73.25 | 63.35 | 65.18 | |
| RDNetType=Reflection removal, Venue=CVPR20252026.03 | 26.79 | 91.69 | 0.1269 | 70.68 | 59.83 | 62.6 | |
| AGAN+RDNetType=Cascaded2026.03 | 26.68 | 92.91 | 0.0973 | 73.87 | 65.5 | 67.87 | |
| AGAN+DSITType=Cascaded2026.03 | 26.68 | 92.83 | 0.0984 | 74.05 | 66.61 | 67.6 | |
| RDNet+AGANType=Cascaded2026.03 | 26.64 | 92.68 | 0.0991 | 73.87 | 64.53 | 67.37 | |
| DSIT+AGANType=Cascaded2026.03 | 26.49 | 92.43 | 0.1046 | 73.89 | 65.36 | 67.25 | |
| DSITType=Reflection removal, Venue=NeurIPS20242026.03 | 26.41 | 91.28 | 0.1339 | 71.29 | 60.58 | 62.48 | |
| WeatherDiff64Type=Re-trained All-in-One, re-trained=true2026.03 | 26.11 | 91.3 | 0.114 | 72.33 | 64.71 | 62.25 | |
| HistoformerType=All-in-One, Venue=ECCV20242026.03 | 25.74 | 92.17 | 0.1214 | 72.34 | 59.55 | 64.5 | |
| UniRestoreType=Re-trained All-in-One, re-trained=true2026.03 | 25.66 | 88.58 | 0.1631 | 73.01 | 63.5 | 59.94 | |
| UMANType=Raindrop removal, Venue=TIP20212026.03 | 25.61 | 92.22 | 0.1111 | 73.23 | 62.62 | 65.25 | |
| AGANType=Raindrop removal, Venue=CVPR20182026.03 | 25.18 | 92.09 | 0.1136 | 73.39 | 62.41 | 66.5 | |
| WeatherDiff64Type=All-in-One, Venue=TPAMI20242026.03 | 24.45 | 89.36 | 0.1313 | 72.39 | 63.83 | 64.12 | |
| DiffUIRType=All-in-One, Venue=CVPR20242026.03 | 23.32 | 87.77 | 0.219 | 68.39 | 52.68 | 59.01 | |
| UniRestoreType=All-in-One, Venue=CVPR20252026.03 | 22.77 | 82.91 | 0.2952 | 66.71 | 54.59 | 51.23 |