Disentangled Representation Learning on SmallNORB
0.268DCIStandard VAE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Standard VAE2025.05 | 0.268 | 0.097 | 3.399 | 0.008 | |
| β-TC-VAE2025.05 | 0.268 | 0.124 | 3.304 | 0.007 | |
| FactorVAEgamma=102025.05 | 0.243 | 0.099 | 3.186 | 0.007 | |
| DIP-VAE-II2025.05 | 0.227 | 0.099 | 3.536 | 0.026 | |
| β-VAEbeta=42025.05 | 0.223 | 0.115 | 2.369 | 0.001 | |
| VQ-VAE2025.05 | 0.055 | 0.002 | 1.819 | 0 |