Motion Deblur on ImageNet 256x256
28.91PSNRSOCS-Nonlinear-γ
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SOCS-Nonlinear-γ2026.06 | 28.91 | 0.773 | 0.204 | 90.51 | |
| SOCS-Nonlinear2026.06 | 28.36 | 0.749 | 0.203 | 72.83 | |
| DAPS2026.06 | 27.86 | 0.766 | 0.196 | 61.83 | |
| DAPS2026.06 | 27.76 | 0.765 | 0.182 | 64.79 | |
| FPS - SMC2026.06 | 26.66 | 0.68 | 0.339 | 87.92 | |
| SOCS-Linear2026.06 | 25.38 | 0.72 | 0.275 | 111.49 | |
| DPS2026.06 | 25.12 | 0.682 | 0.272 | 100.31 | |
| DiffPIR2026.06 | 24.7 | 0.678 | 0.369 | 102.73 | |
| FPS-SMC2026.06 | 24.52 | 0.647 | 0.326 | 87.43 | |
| EPSNFE=20, Architecture=EDM-DDPM++, Pre-training=Trained from scratch2026.06 | 24.39 | 0.655 | 0.24 | 75.52 | |
| EPSNFE=1†, Architecture=EDM-DDPM++, Pre-training=Trained from scratch2026.06 | 24.12 | 0.647 | 0.318 | 137.59 | |
| DiffPIR2026.06 | 24.01 | — | 0.366 | 94.63 | |
| DCDP2026.06 | 23.71 | 0.648 | 0.414 | 177.72 | |
| EPSNFE=100, Architecture=EDM-DDPM++, Pre-training=Trained from scratch2026.06 | 23.65 | 0.616 | 0.254 | 79.79 | |
| DPS2026.06 | 18.96 | 0.629 | 0.423 | 137.81 |