Random Inpainting on FFHQ 256x256 (val)
34.29PSNRDiffRGD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiffRGDDDIM sampling steps=1002026.06 | 34.29 | — | 0.127 | 0.927 | — | |
| CLAMPSpace=Latent2026.05 | 31.433 | — | 0.193 | 0.894 | 35.263 | |
| DSGDDIM sampling steps=1002026.06 | 31.25 | — | 0.155 | 0.854 | — | |
| PSLDGenerative model=Stable Diffusion v1.52023.07 | 30.31 | — | — | 0.851 | — | |
| ReSampleSpace=Latent2026.05 | 29.95 | — | 0.201 | 0.842 | 307.874 | |
| GML-DPSGenerative model=Stable Diffusion v1.52023.07 | 29.49 | — | — | 0.844 | — | |
| ADMMDiffDDIM sampling steps=1002026.06 | 29.09 | — | 0.235 | 0.809 | — | |
| MPGDDDIM sampling steps=1002026.06 | 28.13 | — | 0.232 | 0.764 | — | |
| DPSDDIM sampling steps=1002026.06 | 26.09 | — | 0.266 | 0.765 | — | |
| LatentDAPSSpace=Latent2026.05 | 26.036 | — | 0.385 | 0.743 | 85.84 | |
| DPSGenerative model=Stable Diffusion v1.52023.07 | 25.23 | — | — | 0.851 | — | |
| PSLDSpace=Latent2026.05 | 24.28 | — | 0.346 | 0.635 | 68.915 | |
| ADMM-TVGenerative model=Stable Diffusion v1.52023.07 | 22.03 | — | — | 0.784 | — | |
| MCGGenerative model=Stable Diffusion v1.52023.07 | 21.57 | — | — | 0.751 | — | |
| Score-SDEGenerative model=Stable Diffusion v1.52023.07 | 13.52 | — | — | 0.437 | — | |
| DDRMGenerative model=Stable Diffusion v1.52023.07 | 9.19 | — | — | 0.319 | — | |
| PnP-ADMMGenerative model=Stable Diffusion v1.52023.07 | 8.41 | — | — | 0.325 | — | |
| ADMM-TV2023.07 | — | 181.5 | 0.463 | — | — | |
| DDRM2023.07 | — | 69.71 | 0.587 | — | — | |
| DPS2023.07 | — | 33.48 | 0.212 | — | — | |
| MCG2023.07 | — | 29.26 | 0.286 | — | — | |
| PnP-ADMM2023.07 | — | 123.6 | 0.692 | — | — | |
| PSLDbackbone=Stable Diffusion v-1.52023.07 | — | 21.34 | 0.096 | — | — | |
| Score-SDE2023.07 | — | 76.54 | 0.612 | — | — |