Image Deraining on Rain100H
32.86PSNRNeRD-Rain-S
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NeRD-Rain-SSupervision Type=Supervised2025.03 | 32.86 | 0.932 | — | |
| Restormer2021.11 | 31.46 | 0.904 | — | |
| DRSformer2023.02 | 31.13 | 0.903 | — | |
| MHNet2023.02 | 31.08 | 0.899 | — | |
| Restormer2023.02 | 31.06 | 0.895 | — | |
| SPAIR2021.11 | 30.95 | 0.892 | — | |
| SPAIR2023.02 | 30.95 | 0.893 | — | |
| U2Former2023.02 | 30.87 | 0.893 | — | |
| SDLNet2023.02 | 30.83 | 0.891 | — | |
| HINet2023.02 | 30.65 | 0.894 | — | |
| MPRNet2023.02 | 30.51 | 0.89 | — | |
| MPRNet2021.11 | 30.41 | 0.89 | — | |
| NAFNet2023.02 | 30.4 | 0.891 | — | |
| MDARNet2023.02 | 29.71 | 0.884 | — | |
| NAFNetSupervision Type=Supervised2025.03 | 29.66 | 0.9 | — | |
| RestormerSupervision Type=Supervised2025.03 | 29.46 | 0.889 | — | |
| PromptIRSupervision Type=Supervised2025.03 | 28.69 | 0.877 | — | |
| MSPFN2021.11 | 28.66 | 0.86 | — | |
| MSPFN2023.02 | 28.66 | 0.86 | — | |
| MPRNetSupervision Type=Supervised2025.03 | 28.53 | 0.872 | — | |
| OursAdversarial Attack Loss=LPIPS Loss2022.03 | 26.81 | 0.8138 | 0.867 | |
| PreNet2021.11 | 26.77 | 0.858 | — | |
| PreNet2023.02 | 26.77 | 0.858 | — | |
| Ours w/o RBAdversarial Attack Loss=LPIPS Loss2022.03 | 26.58 | 0.8011 | 0.8546 | |
| Ours w/o DDAdversarial Attack Loss=LPIPS Loss2022.03 | 26.55 | 0.7993 | 0.8685 | |
| RESCAN2021.11 | 26.36 | 0.786 | — | |
| RESCAN2023.02 | 26.36 | 0.786 | — | |
| SPA-NetSupervision Type=Supervised2025.03 | 26.07 | 0.857 | — | |
| UMRL2021.11 | 26.01 | 0.832 | — | |
| UMRL2023.02 | 26.01 | 0.832 | — | |
| Ours w/o ATAdversarial Attack Loss=LPIPS Loss2022.03 | 25.75 | 0.7689 | 0.8474 | |
| DDNSupervision Type=Supervised2025.03 | 24.64 | 0.849 | — | |
| Ours w/o ALAdversarial Attack Loss=LPIPS Loss2022.03 | 24.49 | 0.711 | 0.8841 | |
| OursAdversarial Attack Loss=MSE Loss2022.03 | 24.46 | 0.8099 | 0.867 | |
| CSUDSupervision Type=Unsupervised2025.03 | 24.42 | 0.808 | — | |
| MPRNetAdversarial Attack Loss=LPIPS Loss2022.03 | 22.7 | 0.6878 | 0.8974 | |
| DCD-GANSupervision Type=Unsupervised2025.03 | 22.47 | 0.753 | — | |
| NLCLSupervision Type=Unsupervised2025.03 | 22.31 | 0.728 | — | |
| Ours w/o RBAdversarial Attack Loss=MSE Loss2022.03 | 22.09 | 0.771 | 0.8546 | |
| Ours w/o DDAdversarial Attack Loss=MSE Loss2022.03 | 22.08 | 0.7782 | 0.8685 | |
| Ours w/o ATAdversarial Attack Loss=MSE Loss2022.03 | 21.41 | 0.7388 | 0.8474 | |
| DerainCycleGANSupervision Type=Unsupervised2025.03 | 21.13 | 0.71 | — | |
| CycleGANSupervision Type=Unsupervised2025.03 | 20.59 | 0.704 | — | |
| DIDMDN2021.11 | 17.35 | 0.524 | — | |
| DIDMDN2023.02 | 17.35 | 0.524 | — | |
| SEMI2021.11 | 16.56 | 0.486 | — | |
| SEMI2023.02 | 16.56 | 0.486 | — | |
| Ours w/o ALAdversarial Attack Loss=MSE Loss2022.03 | 15.35 | 0.5997 | 0.8841 | |
| DerainNet2021.11 | 14.92 | 0.592 | — | |
| DerainNet2023.02 | 14.92 | 0.592 | — | |
| DerainNetSupervision Type=Supervised2025.03 | 14.92 | 0.592 | — | |
| MPRNetAdversarial Attack Loss=MSE Loss2022.03 | 13.47 | 0.5253 | 0.8974 |