Disentanglement on Shapes3D (full)
0.634DCIβ-AnnealVAE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| β-AnnealVAE2021.10 | 0.634 | 0.813 | 0.758 | 0.786 | 0.598 | 0.634 | 0.704 | |
| β-TCVAE2021.10 | 0.556 | 0.524 | 0.797 | 0.897 | 0.718 | 0.569 | 0.677 | |
| β-VAE2021.10 | 0.495 | 0.485 | 0.859 | 0.899 | 0.713 | 0.496 | 0.658 | |
| VAE2021.10 | 0.473 | 0.525 | 0.907 | 0.895 | 0.753 | 0.472 | 0.671 | |
| Factor-VAE2021.10 | 0.454 | 0.447 | 0.798 | 0.839 | 0.637 | 0.455 | 0.605 | |
| IP-IRM2021.10 | 0.392 | 0.426 | 0.835 | 0.806 | 0.523 | 0.391 | 0.562 | |
| SimCLR2021.10 | 0.368 | 0.452 | 0.795 | 0.796 | 0.516 | 0.369 | 0.549 |