Denoising on BSD68 sigma=50
28.33PSNRSE-SymUNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SE-SymUNet2025.12 | 28.33 | 0.809 | |
| SymUNet2025.12 | 28.32 | 0.808 | |
| Perceive-IRSource=TIP’25, Params.=42M2026.01 | 28.31 | 0.804 | |
| ClearAIRSource=-, Params.=31M2026.01 | 28.31 | 0.804 | |
| Perceive-IR2025.12 | 28.31 | 0.804 | |
| InstructIRParams.=16M, Blind Evaluation=false2024.08 | 28.3 | 0.804 | |
| InstructIRSource=ECCV’24, Params.=16M2026.01 | 28.3 | 0.803 | |
| InstructIR-3D2025.12 | 28.3 | 0.804 | |
| DFPIR2025.12 | 28.25 | 0.806 | |
| Res-HAIRParams.=29M, Blind Evaluation=true2024.08 | 28.24 | 0.803 | |
| VLU-NetSource=CVPR’25, Params.=35M2026.01 | 28.23 | 0.804 | |
| VLU-Net2025.12 | 28.23 | 0.804 | |
| AdaIRSource=ICLR’25, Params.=29M2026.01 | 28.19 | 0.802 | |
| MoCE-IRParams.=25M, Model Scale=Heavy, VLM-based=false2024.11 | 28.18 | 0.8 | |
| MoCE-IR2025.12 | 28.18 | 0.8 | |
| UniProcessorParams.=1002M, Model Scale=Heavy, VLM-based=true2024.11 | 28.17 | 0.803 | |
| MoCE-IR-SParams.=11M, Model Scale=Light, VLM-based=false2024.11 | 28.16 | 0.798 | |
| Art-PromptIRParams.=33M, Model Scale=Heavy, VLM-based=false2024.11 | 28.14 | 0.801 | |
| GridformerParams.=34M, Model Scale=Heavy, VLM-based=false2024.11 | 28.11 | 0.801 | |
| GridformerSource=IJCV’24, Params.=34M2026.01 | 28.11 | 0.801 | |
| NDRSource=TIP’24, Params.=28M2026.01 | 28.1 | 0.798 | |
| PromptIRParams.=36M, Blind Evaluation=true2024.08 | 28.06 | 0.799 | |
| PromptIRParams.=36M, Model Scale=Heavy, VLM-based=false2024.11 | 28.06 | 0.799 | |
| PromptIRSource=NeurIPS’23, Params.=36M2026.01 | 28.06 | 0.799 | |
| PromptIR2025.12 | 28.06 | 0.799 | |
| IDRSource=CVPR’23, Params.=15M2026.01 | 28.04 | 0.798 | |
| AirNetParams.=9M, Blind Evaluation=true2024.08 | 28 | 0.797 | |
| AirNetParams.=9M, Model Scale=Light, VLM-based=false2024.11 | 28 | 0.797 | |
| AirNetSource=CVPR’22, Params.=9M2026.01 | 28 | 0.797 | |
| AirNet2025.12 | 28 | 0.797 | |
| RestormerParams.=26M, Blind Evaluation=true2024.08 | 27.9 | 0.794 | |
| Restormeroriginally_designed_for_all_in_one=false2025.12 | 27.63 | 0.792 | |
| MPRNetParams.=16M, Blind Evaluation=true2024.08 | 27.56 | 0.779 | |
| MPRNetParams.=16M, Model Scale=Heavy, VLM-based=false2024.11 | 27.56 | 0.779 | |
| NAFNetoriginally_designed_for_all_in_one=false2025.12 | 27.12 | 0.754 | |
| DLParams.=2M, Blind Evaluation=true2024.08 | 26.9 | 0.74 | |
| DLParams.=2M, Model Scale=Light, VLM-based=false2024.11 | 26.9 | 0.74 | |
| DLSource=TPAMI’19, Params.=2M2026.01 | 26.9 | 0.74 | |
| FDGANParams.=-, Blind Evaluation=true2024.08 | 26.43 | 0.776 | |
| FDGANModel Scale=Light, VLM-based=false2024.11 | 26.43 | 0.776 | |
| BRDNetParams.=-, Blind Evaluation=true2024.08 | 26.34 | 0.693 | |
| BRDNetModel Scale=Light, VLM-based=false2024.11 | 26.34 | 0.693 | |
| DA-CLIPParams.=125M, Model Scale=Heavy, VLM-based=true2024.11 | 22.29 | 0.476 | |
| LPNetParams.=-, Blind Evaluation=true2024.08 | 21.26 | 0.552 | |
| LPNetModel Scale=Light, VLM-based=false2024.11 | 21.26 | 0.552 |