Disentangled Representation Learning on CelebA
0.099DCIStandard VAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Standard VAE2025.05 | 0.099 | 0.004 | 15.863 | 0.241 | |
| β-VAEβ=42025.05 | 0.087 | 0.007 | 14.853 | 0.352 | |
| β-TC-VAE2025.05 | 0.081 | 0.003 | 15.738 | 0.167 | |
| FactorVAEγ=102025.05 | 0.078 | 0.004 | 14.534 | 0.086 | |
| DIP-VAE-II2025.05 | 0.073 | 0.003 | 15.868 | 0.676 | |
| VQ-VAE2025.05 | 0.052 | 0.001 | 2.274 | 0.001 |