Disentangled Representation Learning on 2D Shapes
0.884Beta-VAE ScoreBetaTCVAE
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BetaTCVAE2024.08 | 0.884 | 0.759 | 0.304 | 0.567 | 0.304 | 0.877 | 0.069 | |
| Factor VAE2024.08 | 0.871 | 0.746 | 0.238 | 0.499 | 0.205 | 0.775 | 0.074 | |
| DIP-VAE2024.08 | 0.855 | 0.701 | 0.157 | 0.402 | 0.161 | 0.872 | 0.043 | |
| Generalized GBN2024.08 | 0.853 | 0.626 | 0.187 | 0.433 | 0.271 | 0.888 | 0.058 | |
| β-VAE2024.08 | 0.817 | 0.597 | 0.238 | 0.501 | 0.266 | 0.82 | 0.065 | |
| VAE2024.08 | 0.778 | 0.617 | 0.103 | 0.393 | 0.1 | 0.793 | 0.032 |