Image Editing (Add glasses) on FFHQ (test)
1ID-SimExpected
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Expected2025.12 | 1 | — | — | |
| pSp-cs-RefLearning Paradigm=WSL2025.12 | 0.804 | 25.508 | 23.302 | |
| SFE-pSpLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.71 | 35.752 | 24.342 | |
| StyleGAN3 + e4eLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.697 | 60.337 | 57.697 | |
| TIME (Counterfactual analysis)Learning Paradigm=WSL, Direction=Counterfactual analysis2025.12 | 0.686 | 26.492 | 27.609 | |
| SFE-e4eLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.667 | 40.06 | 23.314 | |
| SFE-e4eLearning Paradigm=SL, Direction=Stylespace2025.12 | 0.62 | 36.171 | 35.504 | |
| H-space-csLearning Paradigm=WSL2025.12 | 0.604 | 39.736 | 36.709 | |
| pSp-csLearning Paradigm=WSL2025.12 | 0.601 | 57.033 | 46.696 | |
| e4eLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.577 | 60.619 | 42.425 | |
| DiffAE-csLearning Paradigm=WSL2025.12 | 0.57 | 54.076 | 39.05 | |
| StyleGAN3 + pSpLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.538 | 64.981 | 37.69 | |
| SFE-pSpLearning Paradigm=SL, Direction=Stylespace2025.12 | 0.505 | 44.742 | 39.099 | |
| ID-InvertLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 0.488 | 29.493 | 35.792 | |
| pSpLearning Paradigm=SL, Direction=Stylespace2025.12 | 0.418 | 66.265 | 53.985 |