Image Deraining on SPA-Data
48.9PSNRNeRD-Rain-S
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NeRD-Rain-SSupervision=Supervised2026.05 | 48.9 | 0.994 | |
| DRSformer2023.09 | 48.54 | 0.9924 | |
| DRSformerSupervision=Supervised2026.05 | 48.54 | 0.992 | |
| IDT+SPNparadigm=SPN2023.09 | 48.04 | 0.9938 | |
| RestormerSupervision=Supervised2026.05 | 47.98 | 0.992 | |
| IDT2023.09 | 47.34 | 0.9929 | |
| Restormer2023.09 | 46.25 | 0.9911 | |
| Uformer-S2023.09 | 46.13 | 0.9913 | |
| DualGCN2023.09 | 44.18 | 0.9902 | |
| SPDNet-LocalTest-time Local Converter (TLC)=true2021.12 | 43.73 | 0.989 | |
| MPRNet2023.09 | 43.64 | 0.9844 | |
| MPRNetSupervision=Supervised2026.05 | 43.64 | 0.984 | |
| SPDNet2021.12 | 43.55 | 0.988 | |
| SPDNet2023.09 | 43.2 | 0.9871 | |
| SPANetSupervision=Supervised2026.05 | 40.24 | 0.981 | |
| SpectralDiffTime=0.1182026.03 | 38.03 | 0.895 | |
| WeatherDiffTime=6.6062026.03 | 36.86 | 0.894 | |
| DRCDNetTime=0.2802026.03 | 36.4 | 0.894 | |
| SIRRTime=0.0022026.03 | 36.39 | 0.891 | |
| DDNSupervision=Supervised2026.05 | 36.16 | 0.946 | |
| PReNetTime=0.0142026.03 | 35.55 | 0.886 | |
| RGSUDSupervision=Unsupervised2026.05 | 35.5 | 0.957 | |
| CSUDSupervision=Unsupervised2026.05 | 34.78 | 0.949 | |
| Fr-DiffSupervision=Unsupervised2026.05 | 34.34 | 0.942 | |
| TP-DiffSupervision=Unsupervised2026.05 | 34.27 | 0.938 | |
| DehazeSBSupervision=Unsupervised2026.05 | 34.25 | 0.93 | |
| DCD-GANSupervision=Unsupervised2026.05 | 34.16 | 0.943 | |
| DerainCycleGANSupervision=Unsupervised2026.05 | 34.12 | 0.95 | |
| DDNTime=0.0022026.03 | 34.06 | 0.869 | |
| NLCLSupervision=Unsupervised2026.05 | 33.82 | 0.947 | |
| DiG-CoMTime=0.3782026.03 | 33.62 | 0.863 | |
| CycleGANSupervision=Unsupervised2026.05 | 33.54 | 0.913 | |
| LayerPriorTime=5.0652026.03 | 33.03 | 0.867 | |
| RestormerYear=CVPR2022, Category=Single-Task Method2026.03 | 32.35 | 0.9282 | |
| DATPRL-IRYear=Ours, Category=Muti-Domain All-in-One Method2026.03 | 32.32 | 0.9265 | |
| AdaIRYear=ICLR2025, Category=All-in-One Method2026.03 | 32.28 | 0.9278 | |
| TransweatherYear=CVPR2022, Category=All-in-One Method2026.03 | 32.21 | 0.9304 | |
| MoCEIRYear=CVPR2025, Category=All-in-One Method2026.03 | 32.2 | 0.9261 | |
| PromptIRYear=NeurIPS2023, Category=All-in-One Method2026.03 | 32.09 | 0.9254 | |
| MPRNetYear=CVPR2021, Category=Single-Task Method2026.03 | 31.99 | 0.9263 | |
| NAFNetYear=ECCV2022, Category=Single-Task Method2026.03 | 31.99 | 0.9249 | |
| RCDNetTime=0.0542026.03 | 31.55 | 0.867 | |
| RainDiffTime=9.6762026.03 | 30.69 | 0.851 | |
| DSCTime=0.3212026.03 | 24.26 | 0.696 | |
| DM-DIRRTime=2.3062026.03 | 23.53 | 0.684 |