Face Image Reconstruction on CelebA-HQ (test)
0.02MAEDiffusionCLIP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiffusionCLIPt0=300, Resolution=256x2562021.10 | 0.02 | 0.073 | 91.4 | — | |
| DiffusionCLIPt0=400, Resolution=256x2562021.10 | 0.021 | 0.076 | 91 | — | |
| DiffusionCLIPt0=500, Resolution=256x2562021.10 | 0.022 | 0.082 | 90.1 | — | |
| DiffusionCLIPt0=600, Resolution=256x2562021.10 | 0.024 | 0.087 | 89.3 | — | |
| OptimizationResolution=256x2562021.10 | 0.061 | 0.126 | 87.5 | — | |
| HFGIEncoder=e4e, Resolution=256x2562021.10 | 0.062 | 0.127 | 87.7 | — | |
| ReStyleEncoder=pSp, Resolution=256x2562021.10 | 0.073 | 0.145 | 82.3 | — | |
| pSpResolution=256x2562021.10 | 0.079 | 0.169 | 79.3 | — | |
| ReStyleEncoder=e4e, Resolution=256x2562021.10 | 0.089 | 0.202 | 75.8 | — | |
| e4eResolution=256x2562021.10 | 0.092 | 0.221 | 74.2 | — | |
| E3DGEBackbone GAN=StyleSDF2022.12 | 0.097 | 0.128 | 78 | 88.3 | |
| pSp_StyleSDFInversion Model=pSp, Backbone GAN=StyleSDF2022.12 | 0.15 | 0.27 | 69.6 | 49.8 | |
| e4e_StyleSDFInversion Model=e4e, Backbone GAN=StyleSDF2022.12 | 0.174 | 0.226 | 66.9 | 25.2 |