Disentanglement on CelebA
1FactorVAE ScoreCMI
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CMIn (number of disentangled attributes)=2, Supervision Protocol=Weakly Supervised (S)2026.01 | 1 | 0.807 | — | — | |
| XFACTORSn (number of disentangled attributes)=5, Supervision Protocol=Weakly Supervised (S)2026.01 | 0.532 | 0.69 | 0.626 | 0.814 | |
| FactorVAEn (number of disentangled attributes)=40, Supervision Protocol=Unsupervised (U)2026.01 | 0.12 | 0.071 | — | — | |
| InfoGAN-CRn (number of disentangled attributes)=40, Supervision Protocol=Unsupervised (U)2026.01 | 0.113 | 0.22 | — | — | |
| β-TCVAEn (number of disentangled attributes)=40, Supervision Protocol=Unsupervised (U)2026.01 | 0.098 | 0.035 | — | — |