4x Super-Resolution on ImageNet 256x256
26.42PSNRSOCS-Linear
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SOCS-Linear2026.06 | 26.42 | 73.3 | 0.34 | 93.77 | |
| SOCS-Nonlinear-γ2026.06 | 26.36 | 70.8 | 0.283 | 97.54 | |
| SOCS-Nonlinear2026.06 | 26.1 | 67.2 | 0.277 | 102.51 | |
| DAPS2026.06 | 25.95 | 66.7 | 0.335 | 112.6 | |
| DAPS2026.06 | 25.89 | 69.4 | 0.276 | 83.57 | |
| DDNM2026.06 | 25.02 | 69.4 | 0.306 | 158.35 | |
| DDRM2026.06 | 24.9 | 67.3 | 0.308 | 183.5 | |
| FPS-SMC2026.06 | 24.82 | 70.3 | 0.313 | 97.51 | |
| FPS - SMC2026.06 | 24.64 | 67.1 | 0.34 | 174.98 | |
| DiffPIR2026.06 | 24.04 | 61.6 | 0.308 | 97.72 | |
| DDNM2026.06 | 23.96 | 60.4 | 0.475 | 98.62 | |
| DCDP2026.06 | 23.83 | 54.8 | 0.511 | 162.58 | |
| DiffPIR2026.06 | 23.18 | — | 0.371 | 106.32 | |
| RED-diff2026.06 | 23.12 | 50.4 | 0.546 | 163.79 | |
| EPSNFE=1†, Architecture=EDM-DDPM++, Pre-training=Trained from scratch2026.06 | 22.65 | 67.1 | 0.254 | 116.82 | |
| DDRM2026.06 | 22.62 | 52.1 | 0.324 | 103.85 | |
| DPS2026.06 | 22.56 | 57.4 | 0.387 | 155.01 | |
| DPS2026.06 | 21.13 | 48.9 | 0.361 | 106.32 | |
| EPSNFE=20, Architecture=EDM-DDPM++, Pre-training=Trained from scratch2026.06 | 20.32 | 56.1 | 0.277 | 130.66 | |
| EPSNFE=100, Architecture=EDM-DDPM++, Pre-training=Trained from scratch2026.06 | 19.6 | 52 | 0.294 | 138.55 |