Denoising on BSD68 (PSNR across sigma=15, 25, 50)
34.19PSNR (sigma=15)DFC-IR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DFC-IRType=All-in-one, Params.=33.1M2026.05 | 34.19 | 31.53 | 28.28 | |
| InstructIRType=All-in-one, Params.=15.8M2026.05 | 34.15 | 31.52 | 28.3 | |
| DFPIRType=All-in-one, Params.=31.1M2026.05 | 34.14 | 31.47 | 28.25 | |
| VLU-NetType=All-in-one, Params.=35.4M2026.05 | 34.13 | 31.48 | 28.23 | |
| AdaIRType=All-in-one, Params.=28.8M2026.05 | 34.12 | 31.45 | 28.19 | |
| MoCE-IRType=All-in-one, Params.=25.4M2026.05 | 34.11 | 31.45 | 28.18 | |
| Art-PromptIRType=All-in-one, Params.=33.2M2026.05 | 34.06 | 31.42 | 28.14 | |
| DA-RCOTType=All-in-one, Params.=52.3M2026.05 | 33.98 | 31.33 | 28.1 | |
| GridformerType=All-in-one, Params.=34.1M2026.05 | 33.93 | 31.37 | 28.11 | |
| MambaIRType=General, Params.=27.2M2026.05 | 33.88 | 30.95 | 27.74 | |
| RestormerType=General, Params.=26.1M2026.05 | 33.72 | 30.67 | 27.63 | |
| MPRNetType=General, Params.=16.3M2026.05 | 33.27 | 30.76 | 27.29 |