Disentangled Representation Learning on 3D Shapes
1β-VAE ScoreBetaTCVAE
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BetaTCVAE2024.08 | 1 | 0.974 | 0.876 | 0.992 | 0.761 | 0.962 | 0.097 | |
| β-VAE2024.08 | 0.999 | 0.802 | 0.539 | 0.92 | 0.455 | 0.933 | 0.092 | |
| Factor VAE2024.08 | 0.999 | 0.844 | 0.642 | 0.91 | 0.53 | 0.977 | 0.106 | |
| DIP-VAE2024.08 | 0.976 | 0.921 | 0.687 | 0.9 | 0.594 | 0.932 | 0.089 | |
| Generalized GBN2024.08 | 0.912 | 0.841 | 0.621 | 0.906 | 0.514 | 0.942 | 0.048 | |
| VAE2024.08 | 0.732 | 0.55 | 0.156 | 0.649 | 0.135 | 0.847 | 0.012 |