All-in-One Image Restoration on AIO-3 Protocol SOTS, Rain100L, BSD68
33.07Average PSNRCEA-IR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CEA-IRParams.=22M, Model Capacity=Heavy2026.05 | 33.07 | 92.2 | |
| CEA-IR-SParams.=10M, Model Capacity=Light2026.05 | 32.89 | 91.8 | |
| MoCE-IRParams.=25M, Model Capacity=Heavy2026.05 | 32.73 | 91.7 | |
| UniProcessorParams.=1002M, Model Capacity=Heavy2026.05 | 32.7 | 91.8 | |
| Res-HAIRParams.=29M, Model Capacity=Heavy2026.05 | 32.7 | 91.9 | |
| VLU-NetParams.=35M, Model Capacity=Heavy2026.05 | 32.7 | 91.9 | |
| MoCE-IR-SParams.=11M, Model Capacity=Light2026.05 | 32.57 | 91.6 | |
| PromptIR+ArtParams.=33M, Model Capacity=Heavy2026.05 | 32.49 | 91.7 | |
| LoRA-IRParams.=–, Model Capacity=Heavy2026.05 | 32.42 | 91.4 | |
| GridformerParams.=34M, Model Capacity=Heavy2026.05 | 32.19 | 91.2 | |
| PromptIRParams.=36M, Model Capacity=Heavy2026.05 | 32.06 | 91.3 | |
| AirNetParams.=9M, Model Capacity=Light2026.05 | 31.2 | 91 | |
| MPRNetParams.=16M, Model Capacity=Heavy2026.05 | 30.17 | 89.9 | |
| DLParams.=2M, Model Capacity=Light2026.05 | 29.98 | 87.6 | |
| DA-CLIPParams.=125M, Model Capacity=Heavy2026.05 | 28.58 | 76.3 | |
| FDGANParams.=–, Model Capacity=Light2026.05 | 28.02 | 88.3 | |
| BRDNetParams.=–, Model Capacity=Light2026.05 | 27.8 | 84.3 | |
| LPNetParams.=–, Model Capacity=Light2026.05 | 23.64 | 73.8 |