Disentanglement on Aggregated
0.76InfoMQLAE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| QLAE2023.05 | 0.76 | 0.84 | 0.5 | 0.59 | 0.95 | 0.47 | |
| QLInfoWGAN-GP2023.05 | 0.63 | 0.59 | 0.47 | 0.26 | 0.77 | 0.26 | |
| beta-VAE2023.05 | 0.59 | 0.81 | 0.55 | 0.37 | 0.89 | 0.3 | |
| beta-TCVAE2023.05 | 0.58 | 0.72 | 0.59 | 0.31 | 0.87 | 0.27 | |
| VQ-VAE2023.05 | 0.58 | 0.81 | 0.39 | 0.28 | 0.79 | 0.27 | |
| BioAE2023.05 | 0.54 | 0.75 | 0.36 | 0.29 | 0.86 | 0.23 | |
| InfoWGAN-GP2023.05 | 0.5 | 0.57 | 0.29 | 0.14 | 0.72 | 0.12 | |
| AE2023.05 | 0.4 | 0.81 | 0.26 | 0.12 | 0.81 | 0.1 |