Deraining on Rain100L (test)
40.04PSNRM3SNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| M3SNet2024.06 | 40.04 | — | |
| Instruct-IPT2024.06 | 39.35 | — | |
| Res-HAIR2024.08 | 39 | 98.5 | |
| Restormer2024.06 | 38.99 | — | |
| VLU-Net2025.03 | 38.6 | 98.4 | |
| ClearAIRsetting=Single-task2026.01 | 38.52 | 98.5 | |
| CWP-NetSetting=Seven-pattern setting2026.03 | 38.52 | 98.3 | |
| Perceive-IR2025.12 | 38.41 | 98.4 | |
| MPRNetSetting=Seven-pattern setting2026.03 | 38.16 | 98.1 | |
| DRSformersetting=Single-task2026.01 | 38.14 | 98.3 | |
| DRSformer2025.12 | 38.14 | 98.3 | |
| Res-HAIRParams.=29M, Blind restoration=true2024.08 | 38.11 | 98.1 | |
| MoCE-IRParams=25M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 38.04 | 98.2 | |
| InstructIR2024.08 | 37.98 | 97.8 | |
| InstructIR2025.03 | 37.98 | 97.8 | |
| RAMParams.=6M2024.07 | 37.79 | 98.2 | |
| DFPIRApproach Type=Specialized all-in-one approach2025.05 | 37.62 | 97.8 | |
| ClusIR2025.12 | 37.52 | 98 | |
| DGUNet2025.03 | 37.42 | 96.9 | |
| FSNetsetting=Single-task2026.01 | 37.27 | 98 | |
| FSNet2025.12 | 37.27 | 98 | |
| MOCE-IR-SParams=11M, Model Scale=Light, Approach=Specialized all-in-one2024.11 | 37.21 | 97.8 | |
| PromptIR2024.08 | 37.04 | 97.9 | |
| PromptIRParams.=36M2024.07 | 37.04 | 97.9 | |
| PromptIR2025.03 | 37.04 | 97.9 | |
| PromptIRsetting=Single-task2026.01 | 37.04 | 97.9 | |
| PromptIR2025.12 | 37.04 | 97.9 | |
| SPAIR2024.06 | 36.93 | — | |
| InstructIR-5DParams=17M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 36.84 | 97.3 | |
| InstructIRApproach Type=Specialized all-in-one approach2025.05 | 36.84 | 97.3 | |
| InstructIRParams.=16M, Blind restoration=false2024.08 | 36.8 | 97.3 | |
| Restormer2024.08 | 36.74 | 97.8 | |
| Restormer2025.03 | 36.74 | 97.8 | |
| Restormersetting=Single-task2026.01 | 36.74 | 97.8 | |
| Restormer2025.12 | 36.74 | 97.8 | |
| NAFNetsetting=Single-task2026.01 | 36.63 | 97.7 | |
| NAFNet2025.12 | 36.63 | 97.7 | |
| DGUNetParams.=17M, Blind restoration=true2024.08 | 36.62 | 97.1 | |
| DGUNetParams=17M, Model Scale=Heavy, Approach=General image restorer2024.11 | 36.62 | 97.1 | |
| DGUNetApproach Type=General image restorer2025.05 | 36.62 | 97.1 | |
| DGUNetSetting=Seven-pattern setting2026.03 | 36.62 | 97.1 | |
| GridformerParams=34M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 36.61 | 97.1 | |
| MambaIRParams=27M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 36.55 | 97.1 | |
| MSPFN2024.06 | 36.4 | — | |
| PromptIRParams.=36M, Blind restoration=true2024.08 | 36.17 | 97.3 | |
| HINetSetting=Seven-pattern setting2026.03 | 35.67 | 96.9 | |
| IDRParams.=15M, Blind restoration=true2024.08 | 35.63 | 96.5 | |
| IDRParams=15M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 35.63 | 96.5 | |
| IDRApproach Type=Specialized all-in-one approach2025.05 | 35.63 | 96.5 | |
| IDRSetting=Seven-pattern setting2026.03 | 35.63 | 96.5 | |
| NAFNetParams.=17M, Blind restoration=true2024.08 | 35.56 | 96.7 | |
| NAFNetParams=17M, Model Scale=Heavy, Approach=General image restorer2024.11 | 35.56 | 96.7 | |
| NAFNetApproach Type=General image restorer2025.05 | 35.56 | 96.7 | |
| NAFNetSetting=Seven-pattern setting2026.03 | 35.56 | 96.7 | |
| AirNet2024.08 | 34.9 | 97.7 | |
| AirNetParams.=9M2024.07 | 34.9 | 97.7 | |
| AirNet2025.03 | 34.9 | 97.7 | |
| AirNetsetting=Single-task2026.01 | 34.9 | 97.7 | |
| AirNet2025.12 | 34.9 | 97.7 | |
| RestormerParams.=26M, Blind restoration=true2024.08 | 34.81 | 96.2 | |
| RestormerParams=26M, Model Scale=Heavy, Approach=General image restorer2024.11 | 34.81 | 96.2 | |
| RestormerApproach Type=General image restorer2025.05 | 34.81 | 96.2 | |
| RestormerSetting=Seven-pattern setting2026.03 | 34.81 | 96.2 | |
| MIRNetv2Setting=Seven-pattern setting2026.03 | 33.89 | 95.4 | |
| LPNet2025.12 | 33.61 | 95.8 | |
| MSPFN2024.08 | 33.5 | 94.8 | |
| MSPFN2024.07 | 33.5 | 94.8 | |
| MSPFN2025.03 | 33.5 | 94.8 | |
| MSPFNsetting=Single-task2026.01 | 33.5 | 94.8 | |
| AirNetParams.=9M, Blind restoration=true2024.08 | 32.98 | 95.1 | |
| AirNetParams=9M, Model Scale=Light, Approach=Specialized all-in-one2024.11 | 32.98 | 95.1 | |
| AirNetApproach Type=Specialized all-in-one approach2025.05 | 32.98 | 95.1 | |
| AirNetSetting=Seven-pattern setting2026.03 | 32.98 | 95.1 | |
| PreNet2024.06 | 32.44 | — | |
| MPRNet2024.06 | 32.4 | — | |
| UMR2024.08 | 32.39 | 92.1 | |
| UMR2024.07 | 32.39 | 92.1 | |
| UMR2025.03 | 32.39 | 92.1 | |
| UMRsetting=Single-task2026.01 | 32.39 | 92.1 | |
| UMR2025.12 | 32.39 | 92.1 | |
| SIRR2024.08 | 32.37 | 92.6 | |
| SIRR2024.07 | 32.37 | 92.6 | |
| SIRR2025.03 | 32.37 | 92.6 | |
| SwinIRParams.=1M, Blind restoration=true2024.08 | 30.78 | 92.3 | |
| SwinIRParams=1M, Model Scale=Light, Approach=General image restorer2024.11 | 30.78 | 92.3 | |
| SwinIRApproach Type=General image restorer2025.05 | 30.78 | 92.3 | |
| SwinIRSetting=Seven-pattern setting2026.03 | 30.78 | 92.3 | |
| RESCAN2024.06 | 29.8 | — | |
| TAPEParams.=1M, Blind restoration=true2024.08 | 29.67 | 90.4 | |
| TAPEParams=1M, Model Scale=Light, Approach=Specialized all-in-one2024.11 | 29.67 | 90.4 | |
| TAPEApproach Type=Specialized all-in-one approach2025.05 | 29.67 | 90.4 | |
| TAPESetting=Seven-pattern setting2026.03 | 29.67 | 90.4 | |
| TransweatherParams.=38M, Blind restoration=true2024.08 | 29.43 | 90.5 | |
| TransweatherParams=38M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 29.43 | 90.5 | |
| TransweatherApproach Type=Specialized all-in-one approach2025.05 | 29.43 | 90.5 | |
| TransweatherSetting=Seven-pattern setting2026.03 | 29.43 | 90.5 | |
| DIDMDN2024.08 | 23.79 | 77.3 | |
| DIDMDN2024.07 | 23.79 | 77.3 | |
| LPNet2024.07 | 23.15 | 92.1 | |
| DLParams.=2M, Blind restoration=true2024.08 | 21.96 | 76.2 |