AI-EcoNet/HUGO-Bench-Paper-Reproducibility

model large_stringclasses 5 values	model_short large_stringclasses 5 values	dim_reduction large_stringclasses 5 values	clustering large_stringclasses 12 values	v_measure float64 0.01 0.97	adjusted_rand_index float64 0 0.96	normalized_mutual_info float64 0.01 0.97	homogeneity float64 0.01 0.98	completeness float64 0.06 0.99	n_clusters_pred float64 2 278	n_clusters_true float64 30 30	path large_stringlengths 98 140
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.638586	0.248926	0.638586	0.794647	0.533761	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.639692	0.247873	0.639692	0.796029	0.534682	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.641827	0.262253	0.641827	0.797635	0.536942	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.640593	0.254279	0.640593	0.797027	0.53549	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.637901	0.247623	0.637901	0.794676	0.532791	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.640829	0.242124	0.640829	0.79902	0.534925	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.638317	0.242242	0.638317	0.795641	0.532938	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.641571	0.261282	0.641571	0.797068	0.53684	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.638488	0.240052	0.638488	0.795713	0.533144	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.637621	0.238956	0.637621	0.795489	0.532036	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.639616	0.251824	0.639616	0.795322	0.534896	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.626342	0.225313	0.626342	0.781138	0.52275	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.631532	0.238331	0.631532	0.786874	0.527412	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.633517	0.245573	0.633517	0.787827	0.529755	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.631311	0.241094	0.631311	0.785433	0.527752	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.629832	0.236805	0.629832	0.783371	0.526617	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.633044	0.239426	0.633044	0.787835	0.52909	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.636055	0.236421	0.636055	0.791493	0.531646	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.637151	0.257319	0.637151	0.789439	0.534117	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.628778	0.233301	0.628778	0.783208	0.525218	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.622362	0.240026	0.622362	0.775019	0.519946	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.621413	0.244966	0.621413	0.772359	0.519821	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.622811	0.238052	0.622811	0.775845	0.520202	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.62262	0.242149	0.62262	0.774574	0.520508	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.619313	0.236343	0.619313	0.770402	0.517769	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.622383	0.245062	0.622383	0.772536	0.5211	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.625442	0.251064	0.625442	0.776517	0.523578	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.620162	0.24073	0.620162	0.772306	0.518097	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.627486	0.25509	0.627486	0.778493	0.525544	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.620922	0.239087	0.620922	0.773317	0.518703	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.634717	0.246981	0.634717	0.790771	0.530105	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.631469	0.242647	0.631469	0.784734	0.528289	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.634467	0.242321	0.634467	0.790555	0.529853	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.637113	0.251158	0.637113	0.791891	0.532946	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.63604	0.255256	0.63604	0.788449	0.533008	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.63381	0.241932	0.63381	0.788396	0.529907	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.632868	0.240185	0.632868	0.78863	0.528487	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.638564	0.253611	0.638564	0.792221	0.53483	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.63466	0.252436	0.63466	0.788552	0.531026	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.637405	0.250196	0.637405	0.792768	0.532959	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.627789	0.246696	0.627789	0.780414	0.525096	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.629404	0.253022	0.629404	0.779727	0.527674	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.626709	0.242225	0.626709	0.77938	0.524053	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.630801	0.253673	0.630801	0.783509	0.52791	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.628217	0.24708	0.628217	0.780179	0.525802	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.627524	0.249326	0.627524	0.780143	0.524849	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.62366	0.238583	0.62366	0.774419	0.522033	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.63234	0.237913	0.63234	0.78751	0.528254	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.627793	0.233761	0.627793	0.782274	0.524264	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.629553	0.236516	0.629553	0.783665	0.526093	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.620587	0.229665	0.620587	0.774072	0.517897	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.619807	0.230857	0.619807	0.772748	0.517403	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.620702	0.23746	0.620702	0.772234	0.518883	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.623092	0.241269	0.623092	0.775565	0.52072	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.624299	0.243272	0.624299	0.7773	0.521625	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.621749	0.228294	0.621749	0.776048	0.518631	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.617739	0.226293	0.617739	0.770743	0.51542	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.621557	0.225461	0.621557	0.775762	0.518491	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.619895	0.229402	0.619895	0.77399	0.516971	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.620174	0.229435	0.620174	0.774402	0.517174	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.629716	0.243131	0.629716	0.782874	0.526679	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.626998	0.248404	0.626998	0.77906	0.524602	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.631063	0.240525	0.631063	0.786022	0.52714	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.631632	0.252722	0.631632	0.784664	0.528549	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.632994	0.23794	0.632994	0.787719	0.529073	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.631168	0.240454	0.631168	0.784914	0.527788	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.630949	0.240873	0.630949	0.786792	0.526636	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.629187	0.24801	0.629187	0.782267	0.526213	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.628289	0.234716	0.628289	0.783037	0.524612	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.630598	0.241497	0.630598	0.783811	0.527489	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.636764	0.252527	0.636764	0.790754	0.532973	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.633771	0.244998	0.633771	0.78784	0.530105	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.631172	0.241369	0.631172	0.786444	0.527104	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.629712	0.236354	0.629712	0.785208	0.525622	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.632129	0.241495	0.632129	0.786489	0.528419	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.630445	0.22761	0.630445	0.787034	0.525826	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.632629	0.249861	0.632629	0.784363	0.530085	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.632741	0.25172	0.632741	0.786505	0.529267	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.630192	0.250118	0.630192	0.783407	0.527103	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.631275	0.231934	0.631275	0.787373	0.526831	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.642619	0.241654	0.642619	0.801311	0.536392	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.639292	0.243161	0.639292	0.795986	0.534143	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.641874	0.240793	0.641874	0.799889	0.535992	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644027	0.248088	0.644027	0.800261	0.538832	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.641834	0.25112	0.641834	0.79772	0.536913	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.642679	0.249404	0.642679	0.800452	0.536861	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.641815	0.243841	0.641815	0.798263	0.536641	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644272	0.255817	0.644272	0.800907	0.538882	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.645075	0.243714	0.645075	0.804137	0.538548	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643617	0.243419	0.643617	0.801974	0.537486	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.625992	0.231462	0.625992	0.781738	0.521995	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.62342	0.236111	0.62342	0.776174	0.520903	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.625554	0.242593	0.625554	0.777909	0.523104	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.625915	0.242623	0.625915	0.778901	0.52316	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.624217	0.229391	0.624217	0.777734	0.521315	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.622882	0.231153	0.622882	0.776529	0.519994	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.623193	0.230617	0.623193	0.776192	0.52058	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.624251	0.240448	0.624251	0.777354	0.521533	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.622891	0.23116	0.622891	0.776189	0.520159	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.626243	0.242601	0.626243	0.779162	0.523501	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.638586

0.248926

0.638586

0.794647

0.533761

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.639692

0.247873

0.639692

0.796029

0.534682

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.641827

0.262253

0.641827

0.797635

0.536942

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.640593

0.254279

0.640593

0.797027

0.53549

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.637901

0.247623

0.637901

0.794676

0.532791

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.640829

0.242124

0.640829

0.79902

0.534925

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.638317

0.242242

0.638317

0.795641

0.532938

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.641571

0.261282

0.641571

0.797068

0.53684

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.638488

0.240052

0.638488

0.795713

0.533144

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.637621

0.238956

0.637621

0.795489

0.532036

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.639616

0.251824

0.639616

0.795322

0.534896

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.626342

0.225313

0.626342

0.781138

0.52275

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.631532

0.238331

0.631532

0.786874

0.527412

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.633517

0.245573

0.633517

0.787827

0.529755

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.631311

0.241094

0.631311

0.785433

0.527752

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.629832

0.236805

0.629832

0.783371

0.526617

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.633044

0.239426

0.633044

0.787835

0.52909

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.636055

0.236421

0.636055

0.791493

0.531646

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.637151

0.257319

0.637151

0.789439

0.534117

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.628778

0.233301

0.628778

0.783208

0.525218

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.622362

0.240026

0.622362

0.775019

0.519946

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.621413

0.244966

0.621413

0.772359

0.519821

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.622811

0.238052

0.622811

0.775845

0.520202

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.62262

0.242149

0.62262

0.774574

0.520508

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.619313

0.236343

0.619313

0.770402

0.517769

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.622383

0.245062

0.622383

0.772536

0.5211

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.625442

0.251064

0.625442

0.776517

0.523578

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.620162

0.24073

0.620162

0.772306

0.518097

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.627486

0.25509

0.627486

0.778493

0.525544

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.620922

0.239087

0.620922

0.773317

0.518703

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.634717

0.246981

0.634717

0.790771

0.530105

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.631469

0.242647

0.631469

0.784734

0.528289

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.634467

0.242321

0.634467

0.790555

0.529853

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.637113

0.251158

0.637113

0.791891

0.532946

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.63604

0.255256

0.63604

0.788449

0.533008

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.63381

0.241932

0.63381

0.788396

0.529907

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.632868

0.240185

0.632868

0.78863

0.528487

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.638564

0.253611

0.638564

0.792221

0.53483

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.63466

0.252436

0.63466

0.788552

0.531026

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.637405

0.250196

0.637405

0.792768

0.532959

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.627789

0.246696

0.627789

0.780414

0.525096

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.629404

0.253022

0.629404

0.779727

0.527674

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.626709

0.242225

0.626709

0.77938

0.524053

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.630801

0.253673

0.630801

0.783509

0.52791

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.628217

0.24708

0.628217

0.780179

0.525802

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.627524

0.249326

0.627524

0.780143

0.524849

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.62366

0.238583

0.62366

0.774419

0.522033

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.63234

0.237913

0.63234

0.78751

0.528254

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.627793

0.233761

0.627793

0.782274

0.524264

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.629553

0.236516

0.629553

0.783665

0.526093

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.620587

0.229665

0.620587

0.774072

0.517897

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.619807

0.230857

0.619807

0.772748

0.517403

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.620702

0.23746

0.620702

0.772234

0.518883

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.623092

0.241269

0.623092

0.775565

0.52072

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.624299

0.243272

0.624299

0.7773

0.521625

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.621749

0.228294

0.621749

0.776048

0.518631

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.617739

0.226293

0.617739

0.770743

0.51542

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.621557

0.225461

0.621557

0.775762

0.518491

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.619895

0.229402

0.619895

0.77399

0.516971

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.620174

0.229435

0.620174

0.774402

0.517174

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.629716

0.243131

0.629716

0.782874

0.526679

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.626998

0.248404

0.626998

0.77906

0.524602

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.631063

0.240525

0.631063

0.786022

0.52714

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.631632

0.252722

0.631632

0.784664

0.528549

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.632994

0.23794

0.632994

0.787719

0.529073

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.631168

0.240454

0.631168

0.784914

0.527788

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.630949

0.240873

0.630949

0.786792

0.526636

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.629187

0.24801

0.629187

0.782267

0.526213

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.628289

0.234716

0.628289

0.783037

0.524612

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.630598

0.241497

0.630598

0.783811

0.527489

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.636764

0.252527

0.636764

0.790754

0.532973

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.633771

0.244998

0.633771

0.78784

0.530105

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.631172

0.241369

0.631172

0.786444

0.527104

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.629712

0.236354

0.629712

0.785208

0.525622

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.632129

0.241495

0.632129

0.786489

0.528419

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.630445

0.22761

0.630445

0.787034

0.525826

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.632629

0.249861

0.632629

0.784363

0.530085

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.632741

0.25172

0.632741

0.786505

0.529267

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.630192

0.250118

0.630192

0.783407

0.527103

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.631275

0.231934

0.631275

0.787373

0.526831

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.642619

0.241654

0.642619

0.801311

0.536392

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.639292

0.243161

0.639292

0.795986

0.534143

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.641874

0.240793

0.641874

0.799889

0.535992

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644027

0.248088

0.644027

0.800261

0.538832

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.641834

0.25112

0.641834

0.79772

0.536913

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.642679

0.249404

0.642679

0.800452

0.536861

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.641815

0.243841

0.641815

0.798263

0.536641

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644272

0.255817

0.644272

0.800907

0.538882

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.645075

0.243714

0.645075

0.804137

0.538548

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643617

0.243419

0.643617

0.801974

0.537486

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.625992

0.231462

0.625992

0.781738

0.521995

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.62342

0.236111

0.62342

0.776174

0.520903

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.625554

0.242593

0.625554

0.777909

0.523104

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.625915

0.242623

0.625915

0.778901

0.52316

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.624217

0.229391

0.624217

0.777734

0.521315

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.622882

0.231153

0.622882

0.776529

0.519994

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.623193

0.230617

0.623193

0.776192

0.52058

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.624251

0.240448

0.624251

0.777354

0.521533

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.622891

0.23116

0.622891

0.776189

0.520159

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.626243

0.242601

0.626243

0.779162

0.523501

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json