Random Image Inpainting on FFHQ 256 x 256
31.94PSNRSOCS (SD-v1.5)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SOCS (SD-v1.5)Base Model=Stable Diffusion v1.5, Noise level (beta_y)=0.012026.06 | 31.94 | — | 0.08 | — | |
| LatentDAPS (SD-v1.5)Base Model=Stable Diffusion v1.5, Noise level (beta_y)=0.012026.06 | 31.8 | — | 0.084 | — | |
| DAPS2025.02 | 31.12 | 84.4 | 0.098 | 32.17 | |
| Greedy (midpoint)2025.02 | 31.03 | 81.6 | 0.139 | 38.8 | |
| Greedy (Euler)2025.02 | 30.87 | 82.3 | 0.141 | 40.73 | |
| Greedy (2-step Euler)2025.02 | 30.8 | 81.1 | 0.144 | 39.23 | |
| DCDP2025.02 | 30.69 | 84.2 | 0.142 | 52.51 | |
| SOCS-Nonlinear-γ2026.06 | 30.63 | 87.2 | 0.065 | 52.73 | |
| PSLD (SD-v1.5)Base Model=Stable Diffusion v1.5, Noise level (beta_y)=0.012026.06 | 30.31 | — | 0.096 | — | |
| SOCS-Nonlinear2026.06 | 30.13 | 82 | 0.093 | 55.42 | |
| DCDP2026.06 | 30.12 | 83.5 | 0.105 | 62.09 | |
| DDNM2025.02 | 29.91 | 81.7 | 0.121 | 44.37 | |
| DAPS2026.06 | 29.66 | 80 | 0.09 | 54.57 | |
| SOCS-Linear2026.06 | 29.31 | 83.4 | 0.105 | 77.09 | |
| DDNM2026.06 | 29.17 | 85 | 0.092 | 64.65 | |
| DPS2026.06 | 28.3 | 81.2 | 0.132 | 71.74 | |
| FPS-SMC2025.02 | 28.21 | 82.3 | 0.261 | 61.23 | |
| DOC2026.06 | 27.7 | 79.5 | 0.132 | 100.51 | |
| FPS - SMC2026.06 | 27.68 | 82.4 | 0.213 | 104.22 | |
| DDRM2026.06 | 25.8 | 77.4 | 0.166 | 103.58 | |
| DPS2025.02 | 25.46 | 82.3 | 0.203 | 69.2 |