Principal Component Alignment on Gaussian Mixture ($d=900, n=10^3, \pi_1=5\%$)
95.85Alignment (%)MS-PCA
Evaluation Results
| Method | Links | |
|---|---|---|
| MS-PCA2026.05 | 95.85 | |
| ℓ1-PCA2026.05 | 14.01 | |
| Huber2026.05 | 9.72 | |
| Tyler2026.05 | 9.33 | |
| center-PCA2026.05 | 9.27 | |
| winsorized-PCA2026.05 | 9.26 | |
| RPCA-AAP2026.05 | 8.4 |