Clustering on LFW
0.9752Silhouette ScoreMetric Learning
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Metric LearningMethod=no-rank tensor decomposition2025.11 | 0.9752 | 0.0566 | 49.18 | 0.9236 | 0.9201 | 1 | 1 | |
| VAE2025.11 | 0.0122 | 5.2531 | 1.0508 | 0.9879 | 0.9819 | 0.0257 | 0.0424 | |
| Tucker-R20Rank=202025.11 | -0.0037 | 5.8455 | 1.028 | 0.9886 | 0.9789 | 0.0078 | 0.0296 | |
| t-SVD - R20Rank=202025.11 | -0.0037 | 5.8454 | 1.028 | 0.9886 | 0.979 | 0.0072 | 0.0271 | |
| PCA + K-MeansDecomposition=PCA, Clustering=K-Means2025.11 | -0.0186 | 7.3302 | 1.0131 | 0.9967 | 0.9933 | 0.0181 | 0.0324 | |
| Tucker-R10Rank=102025.11 | -0.0338 | 7.9771 | 1.0254 | 0.9837 | 0.9666 | 0.0187 | 0.045 | |
| t-SVD - R10Rank=102025.11 | -0.0338 | 7.9748 | 1.0255 | 0.9837 | 0.9667 | 0.0196 | 0.0468 | |
| CP-R10Rank=102025.11 | -0.0461 | 13.2544 | 1.0234 | 0.8824 | 0.9072 | 0.0061 | 0.0272 | |
| DEC2025.11 | -0.0468 | 7.3699 | 1.0046 | 0.8856 | 0.8436 | 0.0167 | 0.0273 | |
| Tucker-R5Rank=52025.11 | -0.0689 | 10.8919 | 1.0181 | 0.9504 | 0.9033 | 0.0222 | 0.0222 | |
| t-SVD - R5Rank=52025.11 | -0.069 | 10.8911 | 1.0181 | 0.9505 | 0.9335 | 0.0233 | 0.0477 | |
| UMAP + K-MeansDecomposition=UMAP, Clustering=K-Means2025.11 | -0.0815 | 41.6583 | 1.0013 | 0.9198 | 0.8721 | 0.0049 | 0.0195 | |
| CP-R20Rank=202025.11 | -0.0906 | 10.342 | 0.972 | 0.909 | 0.9274 | 0.0061 | 0.305 | |
| t-SNE + K-MeansDecomposition=t-SNE, Clustering=K-Means2025.11 | -0.0922 | 212.4068 | 1.0005 | 0.9206 | 0.9487 | 0.0128 | 0.0347 | |
| CP-R5Rank=52025.11 | -0.1216 | 18.5653 | 1.0033 | 0.8186 | 0.8715 | 0.0066 | 0.0242 |