Image Editing (Remove glasses) on FFHQ (test)
1ID-SimExpected
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Expected2025.12 | 1 | — | — | — | |
| pSp-cs-RefLearning Paradigm=WSL2025.12 | 0.809 | 25.222 | 31.625 | — | |
| SFE-pSpLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.789 | 32.134 | 22.05 | — | |
| SFE-e4eLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.744 | 30.302 | 35.675 | — | |
| SFE-pSpLearning Paradigm=SL, Direction=Stylespace2025.12 | 0.713 | 37.317 | 24.301 | — | |
| SFE-e4eLearning Paradigm=SL, Direction=Stylespace2025.12 | 0.704 | 29.653 | 27.54 | — | |
| StyleGAN3 + e4eLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.699 | 61.26 | 61.961 | — | |
| TIME (Counterfactual analysis)Learning Paradigm=WSL, Direction=Counterfactual analysis2025.12 | 0.692 | 27.632 | 25.929 | — | |
| pSp-csLearning Paradigm=WSL2025.12 | 0.65 | 55.088 | 60.309 | — | |
| pSpLearning Paradigm=SL, Direction=Stylespace2025.12 | 0.625 | 45.43 | 50.022 | — | |
| H-space-csLearning Paradigm=WSL2025.12 | 0.624 | 39.486 | 51.774 | — | |
| e4eLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.592 | 61.919 | 68.895 | — | |
| StyleGAN3 + pSpLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.582 | 56.302 | 62.793 | — | |
| DiffAE-csLearning Paradigm=WSL2025.12 | 0.54 | 38.598 | 44.067 | — | |
| ID-InvertLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.39 | 31.081 | 55.505 | — | |
| Cond CGS-GAN2026.05 | — | — | — | 95.2 | |
| COSY2026.05 | — | — | — | 99.7 | |
| GANSpace2026.05 | — | — | — | 50.8 | |
| InterFaceGAN2026.05 | — | — | — | 63.2 | |
| StyleFlow2026.05 | — | — | — | 94.8 |