Motion Deblur on FFHQ 256x256
0.078LPIPSEquiCon-ReSample
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EquiCon-ReSampleResolution=256x256, Noise level (sigma_y)=0.012025.05 | 0.078 | 37.61 | 30.73 | 0.86 | |
| Equi-DPSDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x2562025.05 | 0.094 | 41.71 | 28.23 | — | |
| SOCS-Nonlinear-γ2026.06 | 0.104 | 72.32 | 30.39 | 0.828 | |
| DAPS2026.06 | 0.11 | 55.66 | 29.49 | 0.829 | |
| DiffStateGrad-DPSDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x2562025.05 | 0.118 | 50.14 | 27.61 | — | |
| Equi-ReSampleResolution=256x256, Noise level (sigma_y)=0.012025.05 | 0.12 | 46.28 | 30.92 | 0.87 | |
| MPGD-AEDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x2562025.05 | 0.12 | 104.5 | 25.72 | — | |
| SOCS-Nonlinear2026.06 | 0.128 | 70.28 | 29.74 | 0.79 | |
| DPSDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x2562025.05 | 0.132 | 99.75 | 26.75 | — | |
| DPS2026.06 | 0.137 | 70.14 | 26.48 | 0.75 | |
| FPS - SMC2026.06 | 0.139 | 67.92 | 28.66 | 0.82 | |
| DAPS2025.02 | 0.157 | 39.49 | 29.66 | 0.847 | |
| ReSampleResolution=256x256, Noise level (sigma_y)=0.012025.05 | 0.16 | 40.14 | 30.55 | 0.854 | |
| DCDP2026.06 | 0.174 | 87.73 | 25.85 | 0.736 | |
| SOCS-Linear2026.06 | 0.196 | 93.62 | 26.53 | 0.724 | |
| DOC2026.06 | 0.199 | 92.76 | 25.87 | 0.759 | |
| Greedy (2-step Euler)2025.02 | 0.203 | 63.99 | 29.64 | 0.764 | |
| Greedy (Euler)2025.02 | 0.207 | 63.05 | 29.35 | 0.748 | |
| Greedy (midpoint)2025.02 | 0.207 | 66.21 | 29.73 | 0.762 | |
| FPS-SMC2025.02 | 0.227 | 48.32 | 27.39 | 0.826 | |
| DPS2025.02 | 0.246 | 65.23 | 24.52 | 0.801 | |
| DiffPIR2025.02 | 0.255 | 65.78 | 26.57 | — | |
| DiffPIR2026.06 | 0.356 | 131.46 | 25.77 | 0.725 | |
| DCDP2025.02 | 0.364 | 125.13 | 25.08 | 0.512 | |
| MCGDiffusion model type=Pixel-based, Noise level (sigma_y)=0.05, Resolution=256x2562025.05 | 0.702 | 310.5 | 6.72 | — |