Image Deraining on Rain100L (test)
41.62PSNRIPT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IPT2020.12 | 41.62 | 98.8 | — | — | — | |
| DRSformersetting=Task-special restoration2023.09 | 41.01 | 98.9 | — | — | — | |
| OPIRsetting=task-aligned2026.01 | 41.01 | 98.6 | — | — | — | |
| M3SNetVariant=642023.05 | 40.04 | 98.5 | — | — | — | |
| MHNetsetting=task-aligned2026.01 | 40.04 | 98.5 | — | — | — | |
| RCDNet2020.12 | 40 | 98.6 | — | — | — | |
| M3SNetVariant=322023.05 | 39.62 | 98.4 | — | — | — | |
| PPTformersetting=task-aligned2026.01 | 39.33 | 98.3 | — | — | — | |
| U2-Former2021.12 | 39.31 | 98.2 | — | — | — | |
| Restormer+Ours-crefinement_module=Ours-c2024.03 | 39.27 | 98.5 | — | — | — | |
| CAPTNetsetting=Task-special restoration2023.09 | 39.22 | 98.1 | — | — | — | |
| ACLsetting=task-aligned2026.01 | 39.18 | 98.3 | — | — | — | |
| IDT2026.06 | 39.05 | 97.92 | — | — | — | |
| EfDeRain+setting=task-aligned2026.01 | 39.03 | 97.2 | — | — | — | |
| SwinIR2026.06 | 39.02 | 97.88 | — | — | — | |
| CogSENet2026.06 | 39.02 | 97.85 | — | — | — | |
| Restormer2024.03 | 38.99 | 97.8 | — | — | — | |
| Restormersetting=Task-special restoration2023.09 | 38.99 | 97.8 | — | — | — | |
| Restormer2026.06 | 38.99 | 97.8 | — | — | — | |
| AdaIRRestoration Setting=all-in-one, Crop Size=128x1282024.03 | 38.64 | 98.3 | — | — | — | |
| JORDER_E2020.12 | 38.59 | 98.34 | — | — | — | |
| RESCAN2020.12 | 38.52 | 98.12 | — | — | — | |
| DA-RCOTSetting=Paired2024.11 | 38.36 | 98.3 | — | 0.008 | 6.154 | |
| Uformersetting=Task-special restoration2023.09 | 38.2 | 97.6 | — | — | — | |
| UniProcessorAssistance=vision language, multi-task learning, natural language prompts, and multi-modal control2024.07 | 38.17 | 98.2 | — | — | — | |
| MoCE-IRVenue=CVPR'25, Task Setting=N+H+R+B+L2025.12 | 38.04 | 98.2 | — | — | — | |
| AdaIRVenue=ICLR'25, Task Setting=N+H+R+B+L2025.12 | 38.02 | 98.1 | — | — | — | |
| FSNetsetting=task-aligned2026.01 | 38 | 97.2 | — | — | — | |
| InstructIR-3DParams.=16M, Assistance=vision language, multi-task learning, natural language prompts, and multi-modal control2024.07 | 37.98 | 97.8 | — | — | — | |
| Art PromptIRParams.=36M, Assistance=vision language, multi-task learning, natural language prompts, and multi-modal control2024.07 | 37.94 | 98.2 | — | — | — | |
| RAMParams.=6M2024.07 | 37.9 | 98.1 | — | — | — | |
| Instr.-IPTmodel size=standard2024.06 | 37.88 | — | — | — | — | |
| CAPTNetSetting=All-in-One2023.09 | 37.86 | 97.7 | — | — | — | |
| CAPTNet2024.06 | 37.86 | — | — | — | — | |
| Uformer2021.12 | 37.68 | 97.6 | — | — | — | |
| DFPIRVenue=CVPR'25, Task Setting=N+H+R+B+L2025.12 | 37.62 | 97.8 | — | — | — | |
| PReNet2020.12 | 37.45 | 97.9 | — | — | — | |
| HINet2021.05 | 37.28 | 97 | — | — | — | |
| HINetsetting=Task-special restoration2023.09 | 37.28 | 97 | — | — | — | |
| HINet2023.05 | 37.28 | 97 | — | — | — | |
| ClusIRVenue=Ours, Task Setting=N+H+R+B+L2025.12 | 37.28 | 98 | — | — | — | |
| SPAIR+Ours-crefinement_module=Ours-c2024.03 | 37.26 | 97.3 | — | — | — | |
| MPRNetSetting=All-in-One2023.09 | 37.25 | 98 | — | — | — | |
| RCOTSetting=Paired2024.11 | 37.25 | 97.4 | — | 0.015 | 12.25 | |
| Perceive-IRVenue=TIP'25, Task Setting=N+H+R+B+L2025.12 | 37.25 | 97.7 | — | — | — | |
| RESCAN2021.12 | 37.23 | 97.8 | — | — | — | |
| Instr.-IPT-Tinymodel size=tiny2024.06 | 37.09 | — | — | — | — | |
| PromptIRsetting=single-task2023.06 | 37.04 | 97.9 | — | — | — | |
| SPAIR2024.03 | 36.93 | 96.9 | — | — | — | |
| SPAIRsetting=Task-special restoration2023.09 | 36.93 | 96.9 | — | — | — | |
| SPAIR2023.05 | 36.93 | 96.9 | — | — | — | |
| InstructIR-5Ddegradation dimension=5D2024.06 | 36.84 | — | — | — | — | |
| InstructIRVenue=ECCV'24, Task Setting=N+H+R+B+L2025.12 | 36.84 | 97.3 | — | — | — | |
| PReNet2021.12 | 36.83 | 97.6 | — | — | — | |
| AirNetSetting=All-in-One2023.09 | 36.82 | 96.7 | — | — | — | |
| Restormersetting=single-task2023.06 | 36.74 | 97.8 | — | — | — | |
| RestormerSetting=All-in-One2023.09 | 36.66 | 96.1 | — | — | — | |
| GridformerVenue=IJCV'24, Task Setting=N+H+R+B+L2025.12 | 36.61 | 97.1 | — | — | — | |
| IDRSetting=All-in-One2023.09 | 36.52 | 97.3 | — | — | — | |
| MPRNetchannels=402021.02 | 36.4 | 96.5 | — | — | — | |
| MPRNet2021.05 | 36.4 | 96.5 | — | — | — | |
| MPRNetsetting=Task-special restoration2023.09 | 36.4 | 96.5 | — | — | — | |
| MPRNet2023.05 | 36.4 | 96.5 | — | — | — | |
| MPRNet2026.06 | 36.4 | 96.5 | — | — | — | |
| PromptIREvaluation Setting=All-in-one2023.06 | 36.37 | 97.2 | — | — | — | |
| PromptIRRestoration Setting=all-in-one, Crop Size=128x1282024.03 | 36.37 | 97.2 | — | — | — | |
| PromptIRSetting=Paired2024.11 | 36.37 | 97.2 | — | 0.019 | 16.78 | |
| PromptIR2024.06 | 36.37 | — | — | — | — | |
| PromptIRParams.=36M2024.07 | 36.37 | 97.2 | — | — | — | |
| PromptIRVenue=NeurIPS'23, Task Setting=N+H+R+B+L2025.12 | 36.37 | 97 | — | — | — | |
| DA-CLIPParams.=125M, Assistance=vision language, multi-task learning, natural language prompts, and multi-modal control2024.07 | 36.28 | 96.8 | — | — | — | |
| DMGN2021.12 | 36.24 | 97.2 | — | — | — | |
| IDRSetting=Paired2024.11 | 35.99 | 96.8 | — | 0.025 | 23.65 | |
| DA-CLIPSetting=Paired2024.11 | 35.92 | 97.2 | — | 0.015 | 13.73 | |
| RestormerSetting=Paired2024.11 | 35.64 | 97.1 | — | 0.036 | 33.97 | |
| IDRVenue=CVPR'23, Task Setting=N+H+R+B+L2025.12 | 35.63 | 96.5 | — | — | — | |
| InstructIR2024.06 | 35.58 | — | — | — | — | |
| HINetSetting=All-in-One2023.09 | 35.43 | 96.9 | — | — | — | |
| SPANet2020.12 | 35.33 | 96.94 | — | — | — | |
| IPT2021.12 | 35.1 | 98 | — | — | — | |
| AirNetEvaluation Setting=All-in-one2023.06 | 34.9 | 96.7 | — | — | — | |
| AirNetsetting=single-task2023.06 | 34.9 | 97.7 | — | — | — | |
| AirNetRestoration Setting=all-in-one, Crop Size=128x1282024.03 | 34.9 | 96.8 | — | — | — | |
| AirNet2024.06 | 34.9 | — | — | — | — | |
| AirNetParams.=9M2024.07 | 34.9 | 96.7 | — | — | — | |
| IR-SDESetting=Paired2024.11 | 34.87 | 95.8 | — | 0.031 | 30.36 | |
| AirNetSetting=Paired2024.11 | 34.8 | 96.2 | — | 0.054 | 33.28 | |
| TAPESetting=All-in-One2023.09 | 34.66 | 90.3 | — | — | — | |
| TransweatherSetting=All-in-One2023.09 | 34.43 | 90.5 | — | — | — | |
| LPNet2026.06 | 34.26 | 95 | — | — | — | |
| DA-RCOTSetting=Unpaired2024.11 | 33.82 | 96 | — | 0.032 | 28.54 | |
| MPRNet2021.12 | 33.72 | 95 | — | — | — | |
| MPRNetSetting=Paired2024.11 | 33.66 | 95.5 | — | 0.057 | 33.65 | |
| LPNetsetting=single-task2023.06 | 33.61 | 95.8 | — | — | — | |
| MPRNetEvaluation Setting=All-in-one2023.06 | 33.57 | 95.4 | — | — | — | |
| MPRNetRestoration Setting=all-in-one, Crop Size=128x1282024.03 | 33.57 | 95.4 | — | — | — | |
| MPRNetParams.=16M2024.07 | 33.57 | 95.4 | — | — | — | |
| RCOTSetting=Unpaired2024.11 | 33.56 | 94.5 | — | 0.055 | 37.25 | |
| MSPFNsetting=single-task2023.06 | 33.5 | 94.8 | — | — | — | |
| NAF-ADMS-12024.06 | 33.15 | — | — | — | — |