Subspace Recovery on Extended Yale Facebase with Caltech101 outliers (Individual Face Groups 1-10)
0.2223Performance Face Group 1PCA
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PCAsubspace dimension (d)=92014.12 | 0.2223 | 0.2236 | 0.2134 | 0.2354 | 0.2116 | 0.2229 | 0.2401 | 0.2648 | 0.2406 | 0.1963 | |
| OPmaximum iteration=50, subspace dimension (d)=92014.12 | 0.1878 | 0.1864 | 0.1824 | 0.2063 | 0.1745 | 0.1875 | 0.2099 | 0.2311 | 0.209 | 0.1723 | |
| GASG21max iteration=5000, subspace dimension (d)=92014.12 | 0.149 | 0.1671 | 0.1564 | 0.1663 | 0.1511 | 0.1676 | 0.1615 | 0.1745 | 0.1799 | 0.1674 | |
| REAPERmaximum iteration=50, subspace dimension (d)=92014.12 | 0.1456 | 0.1429 | 0.1531 | 0.1477 | 0.1407 | 0.1616 | 0.1464 | 0.1755 | 0.1664 | 0.1567 |