Image Deblurring on RealBlur-J 32
0.114LPIPSDeblurFlow
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DeblurFlowsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.114 | 30.6 | 0.095 | 4.71 | 54.96 | |
| UFPNetsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.144 | 29.87 | 0.11 | 5.45 | 51.31 | |
| Hi-Diffsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.147 | 28.9 | 0.108 | 5.24 | 50.55 | |
| Stripformersampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.154 | — | 0.114 | 5.09 | 47.09 | |
| DiffIRsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.154 | 28.8 | 0.109 | 5.2 | 48.79 | |
| Restormersampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.156 | 28.96 | 0.116 | 5.23 | 48.43 | |
| NAFNetsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.168 | 28.32 | 0.119 | 5.05 | 47.07 | |
| FFTFormersampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.184 | 27.73 | 0.123 | 5.38 | 46.6 | |
| MIMOUNet+sampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.196 | 27.62 | 0.133 | 5.54 | 43.2 | |
| DiffBIRsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.258 | — | 0.159 | — | — |