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Clustering on LFW

0.9752Silhouette Score

Metric Learning

Updated 1mo ago

Evaluation Results

Method	Links
Metric Learning 2025.11		0.9752	0.0566	49.18	0.9236	0.9201	1	1
VAE 2025.11		0.0122	5.2531	1.0508	0.9879	0.9819	0.0257	0.0424
Tucker-R20 2025.11		-0.0037	5.8455	1.028	0.9886	0.9789	0.0078	0.0296
t-SVD - R20 2025.11		-0.0037	5.8454	1.028	0.9886	0.979	0.0072	0.0271
PCA + K-Means 2025.11		-0.0186	7.3302	1.0131	0.9967	0.9933	0.0181	0.0324
Tucker-R10 2025.11		-0.0338	7.9771	1.0254	0.9837	0.9666	0.0187	0.045
t-SVD - R10 2025.11		-0.0338	7.9748	1.0255	0.9837	0.9667	0.0196	0.0468
CP-R10 2025.11		-0.0461	13.2544	1.0234	0.8824	0.9072	0.0061	0.0272
DEC 2025.11		-0.0468	7.3699	1.0046	0.8856	0.8436	0.0167	0.0273
Tucker-R5 2025.11		-0.0689	10.8919	1.0181	0.9504	0.9033	0.0222	0.0222
t-SVD - R5 2025.11		-0.069	10.8911	1.0181	0.9505	0.9335	0.0233	0.0477
UMAP + K-Means 2025.11		-0.0815	41.6583	1.0013	0.9198	0.8721	0.0049	0.0195
CP-R20 2025.11		-0.0906	10.342	0.972	0.909	0.9274	0.0061	0.305
t-SNE + K-Means 2025.11		-0.0922	212.4068	1.0005	0.9206	0.9487	0.0128	0.0347
CP-R5 2025.11		-0.1216	18.5653	1.0033	0.8186	0.8715	0.0066	0.0242