Image Denoising on BSD68 σ=15
34.24PSNRDVANet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DVANetVenue=Ours2026.06 | 34.24 | — | |
| Ours OHvariant=OH2024.11 | 34.18 | 0.935 | |
| Ours SWvariant=SW2024.11 | 34.18 | 0.935 | |
| AdaIR2024.11 | 34.12 | 0.935 | |
| DA-CLIPVenue=ICLR’242026.06 | 34.05 | — | |
| MoCE-IRVenue=CVPR’252026.06 | 34 | — | |
| PromptIRParameters=36M2024.05 | 33.98 | 0.933 | |
| PromptIR2024.11 | 33.98 | 0.933 | |
| DFPIRVenue=CVPR’252026.06 | 33.94 | — | |
| AirNetModel Type=All-in-one2024.01 | 33.92 | 0.9329 | |
| AirNetParameters=9M2024.05 | 33.92 | 0.933 | |
| DaAIRParameters=6M2024.05 | 33.92 | 0.93 | |
| AirNet2024.11 | 33.92 | 0.933 | |
| Restormer2024.11 | 33.86 | 0.933 | |
| DiffUIRVenue=CVPR’242026.06 | 33.86 | — | |
| DA-RCOTVenue=TPAMI’252026.06 | 33.84 | — | |
| DCPTVenue=ICLR’252026.06 | 33.82 | — | |
| U-WADNModel Type=All-in-one2024.01 | 33.73 | 0.9311 | |
| NAFNetVenue=ECCV’222026.06 | 33.67 | — | |
| RAMVenue=ECCV’242026.06 | 33.63 | — | |
| MPRNetModel Type=All-in-one2024.01 | 33.54 | 0.9274 | |
| MPRNetParameters=16M2024.05 | 33.54 | 0.927 | |
| MPRNet2024.11 | 33.54 | 0.927 | |
| SwinIRVenue=ICCV’212026.06 | 33.31 | — | |
| IR-SDEVenue=ICML’232026.06 | 33.14 | — | |
| DLModel Type=All-in-one2024.01 | 33.05 | 0.914 | |
| DLParameters=2M2024.05 | 33.05 | 0.914 | |
| DL2024.11 | 33.05 | 0.914 | |
| BRDNetModel Type=All-in-one2024.01 | 32.26 | 0.8977 | |
| BRDNet2024.05 | 32.26 | 0.898 | |
| FDGANModel Type=All-in-one2024.01 | 30.25 | 0.9103 | |
| FDGAN2024.05 | 30.25 | 0.91 | |
| LPNetModel Type=All-in-one2024.01 | 26.47 | 0.778 | |
| LPNet2024.05 | 26.47 | 0.778 |