Image Deraining & Dehazing on Outdoor-Rain (test)
32.56PSNRWeatherRemover
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WeatherRemoverTime/s=0.13, Param=24.3M2026.04 | 32.56 | 0.933 | |
| DRSformerMEFC=deactivated, Time/s=0.38, Param=32.6M2026.04 | 31.58 | 0.9228 | |
| RestormerTime/s=0.16, Param=26.5M2026.04 | 31.28 | 0.9252 | |
| WeatherDiffPatch size (p)=128, Sampling time steps (S)=50, Model scope=Multi-weather unified2022.07 | 29.72 | 0.9216 | |
| WeatherDiffPatch size (p)=64, Sampling time steps (S)=10, Model scope=Multi-weather unified2022.07 | 29.64 | 0.9312 | |
| TransWeatherModel scope=Multi-weather unified2022.07 | 28.83 | 0.9 | |
| RainHazeDiffPatch size (p)=64, Sampling time steps (S)=10, Model scope=Weather-specific2022.07 | 28.38 | 0.932 | |
| RainHazeDiff64Time/s=>10, Param=82.9M2026.04 | 28.38 | 0.932 | |
| MPRNet2022.07 | 28.03 | 0.9192 | |
| MPRNetTime/s=0.02, Param=3.6M2026.04 | 28.03 | 0.9192 | |
| RainHazeDiffPatch size (p)=128, Sampling time steps (S)=50, Model scope=Weather-specific2022.07 | 26.84 | 0.9152 | |
| RainHazeDiff128Time/s=>10, Param=85.6M2026.04 | 26.84 | 0.9152 | |
| PCNet2022.07 | 26.19 | 0.9015 | |
| PCNetTime/s=0.02, Param=0.6M2026.04 | 26.19 | 0.9015 | |
| All-in-OneModel scope=Multi-weather unified2022.07 | 24.71 | 0.898 | |
| HRGAN2022.07 | 21.56 | 0.855 | |
| HRGANTime/s=0.28, Param=40.6M2026.04 | 21.56 | 0.855 | |
| I²R²NetTime/s=0.42, Param=2.1M2026.04 | 21.41 | 0.8738 | |
| pix2pix2022.07 | 19.09 | 0.71 | |
| CycleGAN2022.07 | 17.62 | 0.656 |