Image Reconstruction on FFHQ No glasses
0.014LPIPSDiffAE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiffAEArchitecture Type=Diffusion based2025.12 | 0.014 | 0.0001 | 0.994 | 0.996 | 9.257 | |
| pSp-cs-RefArchitecture Type=Counter-factual Separation model, Inference Mode=Reference-based2025.12 | 0.019 | 0.001 | 0.983 | 0.992 | 2.406 | |
| SFEArchitecture Type=StyleGAN encoder2025.12 | 0.023 | 0.001 | 0.986 | 0.994 | 3.586 | |
| TIMEArchitecture Type=Diffusion based2025.12 | 0.025 | 0.001 | 0.981 | 0.988 | 8.551 | |
| FSArchitecture Type=StyleGAN encoder2025.12 | 0.069 | 0.005 | 0.894 | 0.924 | 12.695 | |
| StyleResArchitecture Type=StyleGAN encoder2025.12 | 0.08 | 0.005 | 0.907 | 0.905 | 9.207 | |
| HyperstyleArchitecture Type=StyleGAN encoder2025.12 | 0.086 | 0.007 | 0.832 | 0.944 | 22.278 | |
| AsyrpArchitecture Type=Diffusion based2025.12 | 0.134 | 0.002 | 0.941 | 0.941 | 21.347 | |
| pSpArchitecture Type=StyleGAN encoder2025.12 | 0.147 | 0.01 | 0.758 | 0.871 | 30.245 | |
| ID-invertArchitecture Type=StyleGAN encoder2025.12 | 0.147 | 0.013 | 0.764 | 0.608 | 16.715 | |
| StylespaceArchitecture Type=StyleGAN encoder2025.12 | 0.163 | 0.011 | 0.745 | 0.867 | 28.946 | |
| StyleGAN3-pSpArchitecture Type=StyleGAN encoder, Backbone=StyleGAN32025.12 | 0.174 | 0.011 | 0.741 | 0.868 | 42.653 | |
| H-space-csArchitecture Type=Counter-factual Separation model2025.12 | 0.179 | 0.004 | 0.908 | 0.838 | 30.776 | |
| RestyleArchitecture Type=StyleGAN encoder2025.12 | 0.187 | 0.013 | 0.724 | 0.785 | 36.381 | |
| DiffAE-csArchitecture Type=Counter-factual Separation model2025.12 | 0.188 | 0.011 | 0.831 | 0.732 | 29.816 | |
| e4eArchitecture Type=StyleGAN encoder2025.12 | 0.191 | 0.013 | 0.717 | 0.803 | 41.828 | |
| pSp-csArchitecture Type=Counter-factual Separation model2025.12 | 0.196 | 0.015 | 0.692 | 0.756 | 41.709 | |
| StyleGAN3-e4eArchitecture Type=StyleGAN encoder, Backbone=StyleGAN32025.12 | 0.223 | 0.019 | 0.671 | 0.71 | 41.008 |