Disentanglement on dSprites
0.952FVAEXFACTORS
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| XFACTORSSupervision=Weakly supervised2026.01 | 0.952 | 0.909 | 0.665 | 0.858 | — | — | — | |
| InfoGAN-CRSupervision=Unsupervised2026.01 | 0.88 | 0.71 | — | — | — | — | — | |
| Ada-GVAESupervision=Weakly supervised2026.01 | 0.847 | 0.479 | — | — | — | — | — | |
| FactorVAESupervision=Unsupervised2026.01 | 0.82 | — | — | — | — | — | — | |
| β-VAEKey Characteristic=Spare latent capacity enables KL suppression2025.05 | — | — | — | — | 0.305 | — | 5.024 |