Image Deblurring on HIDE 31
0.093LPIPSUFPNet
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UFPNetsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.093 | — | 0.068 | 4.35 | 54.74 | |
| FFTFormersampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.096 | 31.62 | 0.065 | 4.36 | 55.21 | |
| DeblurFlowsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.096 | 30.9 | 0.054 | 3.66 | 59.88 | |
| DiffIRsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.101 | 31.38 | 0.071 | 4.58 | 54.58 | |
| NAFNetsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.104 | 31.33 | 0.067 | 4.32 | 54.34 | |
| Stripformersampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.105 | 31.03 | 0.067 | 4.35 | 54.74 | |
| Hi-Diffsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.105 | 31.41 | 0.073 | 4.6 | 54.61 | |
| Restormersampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.109 | 31.22 | 0.073 | 4.66 | 53.63 | |
| MIMOUNet+sampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.125 | 29.99 | 0.075 | 4.44 | 52.1 | |
| DiffBIRsampling steps=1-step, fidelity expert=NAFNet [7]2026.05 | 0.209 | — | 0.124 | — | — |