Box Inpainting on ImageNet 256x256
22.16PSNRFPS-SMC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FPS-SMC2026.06 | 22.16 | 72.6 | 0.208 | 111.58 | |
| EPSNFE=1†, Architecture=EDM-DDPM++, Pre-training=Trained from scratch2026.06 | 22.13 | 80.9 | 0.177 | 113.5 | |
| DDNM2026.06 | 21.64 | 74.8 | 0.319 | 103.97 | |
| DAPS2026.06 | 21.43 | 72.5 | 0.214 | 109.85 | |
| SOCS-Nonlinear-γ2026.06 | 20.51 | 77.2 | 0.209 | 113.67 | |
| SOCS-Nonlinear2026.06 | 20.4 | 70.2 | 0.248 | 117.96 | |
| EPSNFE=20, Architecture=EDM-DDPM++, Pre-training=Trained from scratch2026.06 | 20.12 | 79.5 | 0.149 | 94.22 | |
| SOCS-Linear2026.06 | 20.05 | 74.1 | 0.263 | 160.89 | |
| DAPS2026.06 | 20.05 | 70.2 | 0.246 | 130.05 | |
| FPS - SMC2026.06 | 19.83 | 74.3 | 0.209 | 125.73 | |
| EPSNFE=100, Architecture=EDM-DDPM++, Pre-training=Trained from scratch2026.06 | 19.57 | 78.5 | 0.154 | 100.3 | |
| DPS2026.06 | 18.97 | 71.7 | 0.269 | 124.78 | |
| DPS2026.06 | 18.94 | 72.2 | 0.257 | 126.52 | |
| DDRM2026.06 | 18.72 | 73.9 | 0.235 | 125.26 | |
| DDRM2026.06 | 18.63 | 73.3 | 0.254 | 116.37 | |
| DDNM2026.06 | 18.46 | 75.2 | 0.238 | 117.25 | |
| DCDP2026.06 | 17.44 | 65.6 | 0.261 | 167.07 |