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Clustering on Galaxy Morphology

0.9999Silhouette Score

Metric Learning

Updated 1mo ago

Evaluation Results

Method	Links
Metric Learning 2025.11		0.9999	0.0001	4.01	9,275.82	0.8031	0.8208	1	0.9999
t-SVD 2025.11		0.7007	1.847	3.01	3.2555	0.8273	0.7704	0.4989	0.6752
t-SVD 2025.11		0.6995	1.9915	3.88	3.2914	0.8258	0.7681	0.5134	0.7264
CP 2025.11		0.685	0.9077	1.93	5.3548	0.8004	0.704	0.5844	0.7292
CP 2025.11		0.6791	0.9805	6.72	3.4933	0.7961	0.7301	0.4916	0.65
PCA + K-Means 2025.11		0.6572	2.836	1.08	2.609	0.8394	0.8073	0.6245	0.7916
CP 2025.11		0.591	1.2845	2	2.4022	0.7671	0.7475	0.4637	0.6237
VAE 2025.11		0.5816	1.7615	1.34	2.0874	0.7866	0.7853	0.5949	0.7443
Tucker 2025.11		0.5051	1.0396	2.53	2.4988	0.8003	0.7216	0.5577	0.7042
Tucker 2025.11		0.494	2.0683	6.21	1.8776	0.7956	0.7674	0.5699	0.7229
DEC 2025.11		0.449	1.4421	6.68	1.9701	0.6951	0.7208	0.5384	0.7106
t-SNE + K-Means 2025.11		0.4382	0.9575	1.66	3.3263	0.8908	0.783	0.5304	0.6154
UMAP + K-Means 2025.11		0.4234	0.9435	8.97	2.4367	0.8502	0.7259	0.5755	0.6555
t-SVD 2025.11		0.3134	2.0187	1.92	2.5133	0.7593	0.7992	0.4419	0.6182
Tucker 2025.11		0.2357	2.2079	1.85	1.6687	0.7704	0.8168	0.4036	0.562