Gaussian deblur on FFHQ 256 x 256
0.156LPIPSEquiCon-ReSample
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EquiCon-ReSampleResolution=256x256, Noise level (sigma_y)=0.012025.05 | 0.156 | 54.72 | 28.18 | 0.777 | |
| SOCS-Nonlinear-γ2026.06 | 0.162 | 70.36 | 28.79 | 0.821 | |
| DAPS2025.02 | 0.165 | 53.33 | 29.19 | 0.817 | |
| DAPS2026.06 | 0.169 | 73.54 | 28.46 | 0.809 | |
| SOCS-Nonlinear2026.06 | 0.179 | 76.12 | 28.52 | 0.788 | |
| Greedy (2-step Euler)2025.02 | 0.181 | 57.18 | 28.18 | 0.774 | |
| Greedy (Euler)2025.02 | 0.182 | 57.04 | 28.01 | 0.766 | |
| Greedy (midpoint)2025.02 | 0.185 | 58.55 | 28.36 | 0.776 | |
| SOCS-Linear2026.06 | 0.19 | 98.13 | 27.21 | 0.785 | |
| Equi-ReSampleResolution=256x256, Noise level (sigma_y)=0.012025.05 | 0.197 | 64.86 | 29.08 | 0.825 | |
| DPS2026.06 | 0.215 | 74.87 | 25.3 | 0.706 | |
| DDNM2025.02 | 0.216 | 57.83 | 28.2 | 0.804 | |
| DCDP2026.06 | 0.218 | 71.74 | 27.73 | 0.784 | |
| DPS2025.02 | 0.219 | 79.75 | 25.87 | 0.764 | |
| DDNM2026.06 | 0.22 | 72.23 | 28.25 | 0.801 | |
| DDRM2026.06 | 0.224 | 95.25 | 27.68 | 0.756 | |
| DPSGaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 0.234 | — | 26.88 | 0.761 | |
| DiffPIR2025.02 | 0.236 | 59.65 | 27.36 | — | |
| DDRM2025.02 | 0.239 | 92.43 | 24.93 | 0.732 | |
| RED-diff2026.06 | 0.24 | 72.09 | 26.34 | 0.592 | |
| ReSampleResolution=256x256, Noise level (sigma_y)=0.012025.05 | 0.253 | 55.65 | 27.78 | 0.757 | |
| FPS-SMC2025.02 | 0.253 | 67.45 | 26.54 | 0.773 | |
| NA-NHMCGaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 0.259 | — | 28.36 | 0.798 | |
| SITCOMGaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 0.266 | — | 27.94 | 0.796 | |
| FPS - SMC2026.06 | 0.284 | 122.98 | 27.05 | 0.77 | |
| DiffPIRGaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 0.287 | — | 27.48 | 0.778 | |
| DMPlugGaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 0.289 | — | 27.81 | 0.769 | |
| DPSGaussian Noise (sigma_y)=0.202026.04 | 0.29 | — | 24.45 | 0.678 | |
| DCDP2025.02 | 0.304 | 86.43 | 27.5 | 0.699 | |
| SITCOMGaussian Noise (sigma_y)=0.202026.04 | 0.323 | — | 24.97 | 0.709 | |
| NA-NHMCGaussian Noise (sigma_y)=0.202026.04 | 0.327 | — | 25.57 | 0.71 | |
| DiffPIR2026.06 | 0.345 | 119.64 | 25.42 | 0.714 | |
| DiffPIRGaussian Noise (sigma_y)=0.202026.04 | 0.355 | — | 24.29 | 0.683 | |
| ReSampleGaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 0.385 | — | 25.98 | 0.728 | |
| ReSampleGaussian Noise (sigma_y)=0.202026.04 | 0.438 | — | 24.6 | 0.682 | |
| DAPSGaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 0.474 | — | 23.34 | 0.478 | |
| DMPlugGaussian Noise (sigma_y)=0.202026.04 | 0.66 | — | 17.33 | 0.181 | |
| RED-diffGaussian Noise=σy = 0.05, Resolution=256 × 2562026.04 | 0.692 | — | 17.07 | 0.213 | |
| DAPSGaussian Noise (sigma_y)=0.202026.04 | 0.862 | — | 8.12 | 0.031 | |
| RED-diffGaussian Noise (sigma_y)=0.202026.04 | 0.868 | — | 8.47 | 0.037 |