Attribute Classification on FFHQ (test)
98.1AccuracyExpected
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Expected2025.12 | 98.1 | 99.3 | |
| pSp-csLearning Paradigm=WSL2025.12 | 97.5 | 99 | |
| pSp-cs-RefLearning Paradigm=WSL2025.12 | 97.4 | 98.8 | |
| SFE-e4eLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 97.3 | 97.5 | |
| e4eLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 95.6 | 95.6 | |
| ID-InvertLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 92.3 | 96.4 | |
| StyleGAN3 + pSpLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 91.5 | 91.8 | |
| DiffAE-csLearning Paradigm=WSL2025.12 | 90.9 | 91.2 | |
| SFE-e4eLearning Paradigm=SL, Direction=Stylespace2025.12 | 89.1 | 98.1 | |
| pSpLearning Paradigm=SL, Direction=Stylespace2025.12 | 85 | 96.8 | |
| TIME (Counterfactual analysis)Learning Paradigm=WSL, Direction=Counterfactual analysis2025.12 | 83.4 | 84.4 | |
| H-space-csLearning Paradigm=WSL2025.12 | 81.3 | 81.4 | |
| SFE-pSpLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 79.5 | 98.5 | |
| StyleGAN3 + e4eLearning Paradigm=SL, Direction=InterFaceGAN2025.12 | 74.8 | 79.4 | |
| SFE-pSpLearning Paradigm=SL, Direction=Stylespace2025.12 | 70.3 | 95.4 |