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Clustering on ABIDE resting-state functional MRI (rs-fMRI)

0.9932Silhouette Score

Metric Learning

Updated 1mo ago

Evaluation Results

Method	Links
Metric Learning 2025.11		0.9932	0.0186	31,912.9395	1.9997	0.8389	0.9155	0.3002	0.2372
UMAP + K-Means 2025.11		0.6194	0.5205	311.3453	0.996	0.9007	0.8758	-0.0008	0.0002
t-SNE + K-Means 2025.11		0.5602	0.6062	228.7278	0.9919	0.9007	0.901	-0.0011	0
PCA + K-Means 2025.11		0.2747	1.2721	53.5725	1.0017	0.9095	0.9078	-0.0012	0.0012
DEC 2025.11		0.1166	2.4894	12.0923	1.1406	0.5858	0.589	0.5072	0.4091
VAE 2025.11		0.0213	5.9506	8.9761	1.0226	0.4978	0.5587	0.0145	0.0129
CP 2025.11		0.007	7.109	13.8142	1.0035	0.8519	0.86	0.007	0.017
Tucker 2025.11		0.0061	9.175	8.8522	1.005	0.8969	0.8698	0.0016	0.0012
t-SVD 2025.11		0.0061	9.175	8.8522	1.005	0.8969	0.8698	0.0016	0.0012
Tucker 2025.11		0.0053	11.7691	5.9515	1.0048	0.9456	0.8597	0.0014	0.0012
t-SVD 2025.11		0.0053	11.7691	5.9515	1.0048	0.9456	0.8597	0.0014	0.0012
Tucker 2025.11		0.0046	11.173	6.4451	1.004	0.9245	0.8825	0.0047	0.0033
t-SVD 2025.11		0.0046	11.173	6.4451	1.004	0.9245	0.8825	0.0047	0.0033
CP 2025.11		0.0025	12.2807	4.0502	1.0007	0.91	0.9007	0.0005	0.0005
CP 2025.11		0.0022	17.8678	2.3617	1.0024	0.9144	0.8885	-0.0012	0.0006