Image Deraining on SPA-Data (test)
48.53PSNRDRSformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DRSformerMethod Category=Transformer-based, MEFC=false2023.03 | 48.53 | 0.9924 | |
| RestormerMethod Category=Transformer-based2023.03 | 47.98 | 0.9921 | |
| IDTMethod Category=Transformer-based2023.03 | 47.35 | 0.993 | |
| UformerMethod Category=Transformer-based2023.03 | 46.13 | 0.9913 | |
| DualGCNMethod Category=CNN-based2023.03 | 44.18 | 0.9902 | |
| MPRNetMethod Category=CNN-based2023.03 | 43.64 | 0.9844 | |
| MSPFNMethod Category=CNN-based2023.03 | 43.43 | 0.9843 | |
| RCDNetMethod Category=CNN-based2023.03 | 43.36 | 0.9831 | |
| SPDNetMethod Category=CNN-based2023.03 | 43.2 | 0.9871 | |
| PReNetMethod Category=CNN-based2023.03 | 40.16 | 0.9816 | |
| RESCANMethod Category=CNN-based2023.03 | 38.11 | 0.9707 | |
| DDNMethod Category=CNN-based2023.03 | 36.16 | 0.9457 | |
| DSCMethod Category=Prior-based2023.03 | 34.95 | 0.9416 | |
| GMMMethod Category=Prior-based2023.03 | 34.3 | 0.9428 | |
| CSUDSupervision=Unsupervised2025.03 | 33.57 | 0.939 | |
| DerainCycleGANSupervision=Unsupervised2025.03 | 33.53 | 0.937 | |
| PromptIRSupervision=Supervised2025.03 | 33.5 | 0.94 | |
| NAFNetSupervision=Supervised2025.03 | 33.46 | 0.941 | |
| NeRD-Rain-SSupervision=Supervised2025.03 | 33.03 | 0.933 | |
| MPRNetSupervision=Supervised2025.03 | 33 | 0.942 | |
| RestormerSupervision=Supervised2025.03 | 32.62 | 0.936 | |
| DCD-GANSupervision=Unsupervised2025.03 | 31.55 | 0.93 | |
| DerainNetSupervision=Supervised2025.03 | 30.78 | 0.912 | |
| NLCLSupervision=Unsupervised2025.03 | 18.76 | 0.727 |