Principal Component Alignment on Gaussian Mixture ($d=900, n=10^3, \pi_1=20\%$)
96.17Alignment (%)MS-PCA
Evaluation results
| Method | Links | |
|---|---|---|
| MS-PCA2026.05 | 96.17 | |
| ℓ1-PCA2026.05 | 11.85 | |
| center-PCA2026.05 | 11.7 | |
| Huber2026.05 | 11.53 | |
| winsorized-PCA2026.05 | 11.47 | |
| Tyler2026.05 | 11.46 | |
| RPCA-AAP2026.05 | 7.74 |