Image Restoration on CDD-11 1.0 (test)
28.72PSNROneRestore†
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OneRestore†Type=One-to-Composite, #Params=5.98M, additional_input=scene description text2024.07 | 28.72 | 88.21 | |
| OneRestoreType=One-to-Composite, #Params=5.98M2024.07 | 28.47 | 87.84 | |
| SRUDCType=One-to-One, Venue & Year=ICCV2023, #Params=6.80M2024.07 | 27.64 | 86 | |
| RestormerType=One-to-One, Venue & Year=CVPR2022, #Params=26.13M2024.07 | 26.99 | 86.46 | |
| WGWSNetType=One-to-Many, Venue & Year=CVPR2023, #Params=25.76M, additional_input=scene type2024.07 | 26.96 | 86.26 | |
| DGUNetType=One-to-One, Venue & Year=CVPR2022, #Params=17.33M2024.07 | 26.92 | 85.59 | |
| OKNetType=One-to-One, Venue & Year=AAAI2024, #Params=4.72M2024.07 | 26.33 | 86.05 | |
| MIRNetType=One-to-One, Venue & Year=ECCV2020, #Params=31.79M2024.07 | 25.97 | 84.74 | |
| PromptIRType=One-to-Many, Venue & Year=NIPS2023, #Params=38.45M2024.07 | 25.9 | 84.99 | |
| MPRNetType=One-to-One, Venue & Year=CVPR2021, #Params=15.74M2024.07 | 25.47 | 85.55 | |
| MIRNetv2Type=One-to-One, Venue & Year=TPAMI2022, #Params=5.86M2024.07 | 25.37 | 83.35 | |
| NAFNetType=One-to-One, Venue & Year=ECCV2022, #Params=17.11M2024.07 | 24.13 | 79.64 | |
| AirNetType=One-to-Many, Venue & Year=CVPR2022, #Params=8.93M2024.07 | 23.75 | 81.4 | |
| FourmerType=One-to-One, Venue & Year=ICML2023, #Params=0.55M2024.07 | 23.44 | 78.85 | |
| TransWeatherType=One-to-Many, Venue & Year=CVPR2022, #Params=21.90M2024.07 | 23.13 | 78.1 | |
| WeatherDiffType=One-to-Many, Venue & Year=TPAMI2023, #Params=82.96M2024.07 | 22.49 | 79.85 | |
| InputType=Baseline/Degraded Input2024.07 | 16 | 60.08 |