Disentanglement on Independent sources d=6
0.9575Spearman MCCNF Constrained (Ortho.)
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| NF Constrained (Ortho.)constraint=orthogonality-regularized2026.06 | 0.9575 | 0.951 | 0.6138 | 0.1356 | 0.8887 | 0.8898 | 0.9978 | 0.977 | |
| β-TCVAE2026.06 | 0.888 | 0.8799 | 0.3279 | 0.1078 | 0.6766 | 0.6824 | 0.9734 | 0.904 | |
| VAE2026.06 | 0.8213 | 0.8138 | 0.2011 | 0.0609 | 0.4819 | 0.5106 | 0.9589 | 0.8463 | |
| NF Unconstrainedconstraint=none2026.06 | 0.7091 | 0.7086 | 0.076 | 0.0266 | 0.1474 | 0.1545 | 0.9753 | 0.7195 |