Denoising on BSD68 sigma=15
34.23PSNRSE-SymUNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SE-SymUNet2025.12 | 34.23 | 0.937 | |
| SymUNet2025.12 | 34.22 | 0.937 | |
| ClearAIRSource=-, Params.=31M2026.01 | 34.18 | 0.935 | |
| Res-HAIRParams.=29M, Blind Evaluation=true2024.08 | 34.16 | 0.935 | |
| InstructIRParams.=16M, Blind Evaluation=false2024.08 | 34.15 | 0.933 | |
| InstructIRSource=ECCV’24, Params.=16M2026.01 | 34.15 | 0.933 | |
| InstructIR-3D2025.12 | 34.15 | 0.933 | |
| DFPIR2025.12 | 34.14 | 0.935 | |
| Perceive-IRSource=TIP’25, Params.=42M2026.01 | 34.13 | 0.934 | |
| VLU-NetSource=CVPR’25, Params.=35M2026.01 | 34.13 | 0.935 | |
| Perceive-IR2025.12 | 34.13 | 0.934 | |
| VLU-Net2025.12 | 34.13 | 0.935 | |
| AdaIRSource=ICLR’25, Params.=29M2026.01 | 34.12 | 0.934 | |
| MoCE-IRParams.=25M, Model Scale=Heavy, VLM-based=false2024.11 | 34.11 | 0.932 | |
| MoCE-IR2025.12 | 34.11 | 0.932 | |
| MoCE-IR-SParams.=11M, Model Scale=Light, VLM-based=false2024.11 | 34.08 | 0.933 | |
| UniProcessorParams.=1002M, Model Scale=Heavy, VLM-based=true2024.11 | 34.08 | 0.935 | |
| Art-PromptIRParams.=33M, Model Scale=Heavy, VLM-based=false2024.11 | 34.06 | 0.934 | |
| NDRSource=TIP’24, Params.=28M2026.01 | 34.01 | 0.932 | |
| PromptIRParams.=36M, Blind Evaluation=true2024.08 | 33.98 | 0.933 | |
| PromptIRParams.=36M, Model Scale=Heavy, VLM-based=false2024.11 | 33.98 | 0.933 | |
| PromptIRSource=NeurIPS’23, Params.=36M2026.01 | 33.98 | 0.933 | |
| PromptIR2025.12 | 33.98 | 0.933 | |
| GridformerParams.=34M, Model Scale=Heavy, VLM-based=false2024.11 | 33.93 | 0.931 | |
| GridformerSource=IJCV’24, Params.=34M2026.01 | 33.93 | 0.931 | |
| AirNetParams.=9M, Blind Evaluation=true2024.08 | 33.92 | 0.933 | |
| AirNetParams.=9M, Model Scale=Light, VLM-based=false2024.11 | 33.92 | 0.933 | |
| AirNetSource=CVPR’22, Params.=9M2026.01 | 33.92 | 0.933 | |
| AirNet2025.12 | 33.92 | 0.933 | |
| IDRSource=CVPR’23, Params.=15M2026.01 | 33.89 | 0.931 | |
| RestormerParams.=26M, Blind Evaluation=true2024.08 | 33.86 | 0.933 | |
| Restormeroriginally_designed_for_all_in_one=false2025.12 | 33.72 | 0.865 | |
| MPRNetParams.=16M, Blind Evaluation=true2024.08 | 33.54 | 0.927 | |
| MPRNetParams.=16M, Model Scale=Heavy, VLM-based=false2024.11 | 33.54 | 0.927 | |
| NAFNetoriginally_designed_for_all_in_one=false2025.12 | 33.18 | 0.918 | |
| DLParams.=2M, Blind Evaluation=true2024.08 | 33.05 | 0.914 | |
| DLParams.=2M, Model Scale=Light, VLM-based=false2024.11 | 33.05 | 0.914 | |
| DLSource=TPAMI’19, Params.=2M2026.01 | 33.05 | 0.914 | |
| BRDNetParams.=-, Blind Evaluation=true2024.08 | 32.26 | 0.898 | |
| BRDNetModel Scale=Light, VLM-based=false2024.11 | 32.26 | 0.898 | |
| FDGANParams.=-, Blind Evaluation=true2024.08 | 30.25 | 0.91 | |
| FDGANModel Scale=Light, VLM-based=false2024.11 | 30.25 | 0.91 | |
| DA-CLIPParams.=125M, Model Scale=Heavy, VLM-based=true2024.11 | 30.02 | 0.821 | |
| LPNetParams.=-, Blind Evaluation=true2024.08 | 26.47 | 0.778 | |
| LPNetModel Scale=Light, VLM-based=false2024.11 | 26.47 | 0.778 |