Deraining on Rain100L
39.67PSNRDATPRL-IR-9T
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DATPRL-IR-9TMethod Type=Multi-Domain All-in-One Method2026.03 | 39.67 | 98.67 | |
| DATPRL-IR-9TYear=(Ours), Method Type=Multi-Domain All-in-One Method2026.03 | 39.67 | 98.67 | |
| DATPRL-IR-7TYear=(Ours), Method Type=Multi-Domain All-in-One Method2026.03 | 39.65 | 98.66 | |
| DATPRL-IR-8TYear=(Ours), Method Type=Multi-Domain All-in-One Method2026.03 | 39.64 | 98.66 | |
| DATPRL-IR-6TYear=(Ours), Method Type=Multi-Domain All-in-One Method2026.03 | 39.56 | 98.65 | |
| UnfoldLDMPara. (M)=23.76, FLOPs (G)=87.332025.11 | 39.56 | 98.3 | |
| TEAFormerVenue=ICCV 20252026.05 | 39.44 | 98.6 | |
| M2IRVenue=Ours, Category=All-in-One2026.03 | 39.28 | 98.5 | |
| SE-SymUNet2025.12 | 39.23 | 98.6 | |
| EvoIRTraining=Single-task, Method Class=AiOIR2025.12 | 39.23 | 98.6 | |
| SymUNet2025.12 | 39.12 | 98.5 | |
| VMambaIRPara. (M)=25.17, FLOPs (G)=537.262025.11 | 39.09 | 97.9 | |
| CEA-IRParams.=22M, Capacity=Heavy2026.05 | 38.95 | 98.5 | |
| VLU-NetType=deep unfolding, Params.=35M, Setting=NHR settings2025.03 | 38.93 | 98.4 | |
| VLU-NetSource=CVPR’25, Params.=35M2026.01 | 38.93 | 98.4 | |
| VLU-Net2025.12 | 38.93 | 98.4 | |
| VLU-NetReference=CVPR’252026.03 | 38.93 | 98.4 | |
| DiNAT-IR2025.11 | 38.93 | 97.7 | |
| VLU-Net2026.05 | 38.93 | 98.4 | |
| VLU-NetType=All-in-one, Params.=35.4M2026.05 | 38.93 | 98.4 | |
| MIRAGEVenue=ICLR’26, Category=All-in-One2026.03 | 38.92 | 98.5 | |
| MambaIRPara. (M)=31.51, FLOPs (G)=363.842025.11 | 38.78 | 97.7 | |
| DFC-IRType=All-in-one, Params.=33.1M2026.05 | 38.74 | 98.5 | |
| PromptIRYear=NeurIPS2023, Method Type=All-in-One Method2026.03 | 38.71 | 98.31 | |
| DFPIR2025.12 | 38.65 | 98.2 | |
| DFPIR2026.05 | 38.65 | 98.2 | |
| DFPIRType=All-in-one, Params.=31.1M2026.05 | 38.65 | 98.2 | |
| AdaIRSource=ICLR’25, Params.=29M2026.01 | 38.64 | 98.3 | |
| MoCEIRYear=CVPR2025, Method Type=All-in-One Method2026.03 | 38.64 | 98.4 | |
| AdaIRParams (M)=28.772026.05 | 38.64 | 98.3 | |
| AdaIR2026.05 | 38.64 | 98.3 | |
| AdaIRType=All-in-one, Params.=28.8M2026.05 | 38.64 | 98.3 | |
| ClearAIRSource=-, Params.=31M2026.01 | 38.61 | 98.4 | |
| Res-HAIRParams.=29M, Blind Evaluation=true2024.08 | 38.59 | 98.3 | |
| DeepSN-NetPara. (M)=22.72, FLOPs (G)=364.132025.11 | 38.59 | 97.5 | |
| MoCE-IRParams.=25M, Model Scale=Heavy, VLM-based=false2024.11 | 38.57 | 98.4 | |
| MoCE-IR2025.12 | 38.57 | 98.4 | |
| MoCEIRReference=CVPR’252026.03 | 38.57 | 98.4 | |
| MoCE-IR2026.05 | 38.57 | 98.4 | |
| MoCE-IRType=All-in-one, Params.=25.4M2026.05 | 38.57 | 98.4 | |
| VLU-Net2026.01 | 38.54 | 98.2 | |
| VLU-NetParams=35M2026.01 | 38.54 | 98.2 | |
| VLU-NetReference=CVPR’252026.03 | 38.54 | 98.2 | |
| VLU-NetParams.=35M, Capacity=Heavy2026.05 | 38.54 | 98.2 | |
| VLU-NetVenue=CVPR 20252026.05 | 38.54 | 98.2 | |
| MMFE-IRTraining Data=Additional Rain13K dataset [19]2026.05 | 38.54 | 98.2 | |
| CEA-IR-SParams.=10M, Capacity=Light2026.05 | 38.5 | 98.4 | |
| SLER-IRReference=Ours2026.03 | 38.47 | 98.3 | |
| RestormerMethod Type=Single-Task Method2026.03 | 38.45 | 98.33 | |
| Perceive-IRTraining=Single-task, Method Class=AiOIR2025.12 | 38.41 | 98.4 | |
| AdaIRMethod Type=All-in-One Method2026.03 | 38.4 | 98.34 | |
| DA-RCOTType=All-in-one, Params.=52.3M2026.05 | 38.36 | 98.3 | |
| RestormerYear=CVPR2022, Method Type=Single-Task Method2026.03 | 38.34 | 98.22 | |
| SLER-IRReference=Ours2026.03 | 38.34 | 98.3 | |
| MMFE-IR2026.05 | 38.34 | 98.3 | |
| MEASNetVenue=TCSVT’25, Category=All-in-One2026.03 | 38.32 | 98.2 | |
| IR-SDEPara. (M)=135.30, FLOPs (G)=469.232025.11 | 38.3 | 98 | |
| Perceive-IRSource=TIP’25, Params.=42M2026.01 | 38.29 | 98 | |
| Perceive-IR2025.12 | 38.29 | 98 | |
| Perceive-IRParams (M)=42.022026.05 | 38.29 | 98 | |
| OursParams (M)=7.392026.05 | 38.28 | 98.3 | |
| MoCEIRMethod Type=All-in-One Method2026.03 | 38.26 | 98.27 | |
| ABAIR (SW)Param.=41M2024.11 | 38.22 | 98.4 | |
| MoCE-IR-SParams.=11M, Model Scale=Light, VLM-based=false2024.11 | 38.22 | 98.3 | |
| PromptIRMethod Type=All-in-One Method2026.03 | 38.21 | 98.11 | |
| ClearAIRParams=31M2026.01 | 38.2 | 98.2 | |
| AdaIRYear=ICLR2025, Method Type=All-in-One Method2026.03 | 38.19 | 98.16 | |
| ABAIR (OH)Param.=11M2024.11 | 38.18 | 98.3 | |
| UniProcessorParams.=1002M, Model Scale=Heavy, VLM-based=true2024.11 | 38.17 | 98.2 | |
| DRSformerTraining=Single-task2025.12 | 38.14 | 98.3 | |
| DRNetParams (M)=7.39, prompt=Enabled2026.05 | 38.13 | 98.2 | |
| Res-HAIRParams.=29M, Capacity=Heavy2026.05 | 38.11 | 98.1 | |
| AMIRYear=MICCAI2024, Method Type=All-in-One Method2026.03 | 38.1 | 98.2 | |
| BaryIRVenue=TPAMI’26, Category=All-in-One2026.03 | 38.1 | 98.2 | |
| MPRNetYear=CVPR2021, Method Type=Single-Task Method2026.03 | 38.07 | 98.17 | |
| MoCEIRReference=CVPR’252026.03 | 38.04 | 98.2 | |
| MoCE-IRVenue=CVPR’25, Category=All-in-One2026.03 | 38.04 | 98.2 | |
| MoCE-IRParams.=25M, Capacity=Heavy2026.05 | 38.04 | 98.2 | |
| MoCE-IRVenue=CVPR 20252026.05 | 38.04 | 98.2 | |
| AdaIRParam.=28M2024.11 | 38.02 | 98.1 | |
| AdaIR2026.01 | 38.02 | 98.1 | |
| AdaIRParams=29M2026.01 | 38.02 | 98.1 | |
| AdaIRVenue=ICLR’25, Category=All-in-One2026.03 | 38.02 | 98.1 | |
| AdaIRParams (M)=28.772026.05 | 38.02 | 98.1 | |
| AdaIRVenue=ICLR 20252026.05 | 38.02 | 98.1 | |
| InstructIRParams.=16M, Blind Evaluation=false2024.08 | 37.98 | 97.8 | |
| InstructIRType=All-in-one (end-to-end), Params.=16M, Setting=NHR settings2025.03 | 37.98 | 97.8 | |
| InstructIRSource=ECCV’24, Params.=16M2026.01 | 37.98 | 97.8 | |
| InstructIR-3D2025.12 | 37.98 | 97.8 | |
| InstructIRReference=ECCV’242026.03 | 37.98 | 97.8 | |
| InstructIR-3DParams (M)=15.82026.05 | 37.98 | 97.8 | |
| InstructIR2026.05 | 37.98 | 97.8 | |
| InstructIRType=All-in-one, Params.=15.8M2026.05 | 37.98 | 97.8 | |
| Art-PromptIRParams.=33M, Model Scale=Heavy, VLM-based=false2024.11 | 37.94 | 98.2 | |
| Art-PromptIRType=All-in-one, Params.=33.2M2026.05 | 37.94 | 98.2 | |
| DA-RCOTVenue=TPAMI’252026.03 | 37.92 | 98 | |
| AdaIRVenue=ICLR’252026.03 | 37.88 | 98 | |
| DA-RCOT2026.01 | 37.87 | 98 | |
| MMFE-IRTraining Data=Standard2026.05 | 37.86 | 98.2 | |
| Pool-AIO2026.01 | 37.85 | 98.1 |