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	HIERARCHICAL_K180	0.641252	0.258447	0.641252	0.797822	0.536054	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.63899	0.244952	0.63899	0.796614	0.53344	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.640055	0.250235	0.640055	0.798126	0.534246	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.641211	0.256138	0.641211	0.797244	0.536257	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.640028	0.252492	0.640028	0.797305	0.534577	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.642338	0.254171	0.642338	0.799823	0.536668	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.641627	0.262395	0.641627	0.7979	0.536542	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.642528	0.259578	0.642528	0.79939	0.537129	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.641343	0.252036	0.641343	0.798468	0.53589	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.643056	0.255624	0.643056	0.800076	0.537557	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.640906	0.256058	0.640906	0.796669	0.53609	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.633886	0.251985	0.633886	0.788284	0.530064	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.63451	0.243217	0.63451	0.789414	0.530427	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.636918	0.257854	0.636918	0.791324	0.532931	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.634003	0.251411	0.634003	0.788573	0.530098	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.631196	0.24994	0.631196	0.78544	0.527589	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.632436	0.237282	0.632436	0.78857	0.527911	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.63828	0.251208	0.63828	0.793628	0.533794	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.634593	0.252844	0.634593	0.789002	0.530729	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.633846	0.255521	0.633846	0.787861	0.5302	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.623844	0.24112	0.623844	0.777049	0.521103	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.622981	0.244325	0.622981	0.774742	0.520936	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.625769	0.247944	0.625769	0.778032	0.523349	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.625334	0.252189	0.625334	0.776772	0.52331	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.623409	0.247754	0.623409	0.774504	0.521644	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.622791	0.246894	0.622791	0.774076	0.520973	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.625785	0.254285	0.625785	0.776398	0.524113	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.621278	0.244823	0.621278	0.773336	0.519191	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.623567	0.243417	0.623567	0.775667	0.521338	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.623284	0.254709	0.623284	0.774507	0.521467	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.638386	0.247149	0.638386	0.794773	0.533425	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.633628	0.249536	0.633628	0.787313	0.530142	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.638071	0.252689	0.638071	0.792592	0.53397	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.641447	0.270818	0.641447	0.794695	0.537748	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.636451	0.246979	0.636451	0.792031	0.531957	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.634596	0.2454	0.634596	0.790202	0.530191	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.637089	0.252645	0.637089	0.791814	0.532949	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.638554	0.248978	0.638554	0.793178	0.53438	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.6372	0.261429	0.6372	0.791191	0.533386	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.639377	0.251365	0.639377	0.795341	0.534552	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.626868	0.241406	0.626868	0.780869	0.523605	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.626384	0.241549	0.626384	0.779671	0.523467	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.626233	0.245445	0.626233	0.778524	0.523774	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.631994	0.253352	0.631994	0.785076	0.52887	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.626709	0.248159	0.626709	0.779687	0.523915	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.627858	0.247399	0.627858	0.780784	0.525025	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.625083	0.241834	0.625083	0.777688	0.522544	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.634093	0.24971	0.634093	0.78837	0.530315	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.630418	0.25316	0.630418	0.78369	0.527291	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.633225	0.254607	0.633225	0.786771	0.529825	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.622595	0.239533	0.622595	0.775088	0.520242	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.623106	0.235472	0.623106	0.77642	0.520354	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.619396	0.237565	0.619396	0.771381	0.517445	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.625899	0.240286	0.625899	0.78013	0.522585	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.625578	0.244309	0.625578	0.779082	0.522607	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.62596	0.240879	0.62596	0.779339	0.523024	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.623258	0.240692	0.623258	0.776088	0.520717	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.625014	0.247896	0.625014	0.777583	0.522496	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.62369	0.23874	0.62369	0.776999	0.52091	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.622006	0.236601	0.622006	0.775766	0.519116	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.629892	0.245521	0.629892	0.785074	0.525934	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.628659	0.243696	0.628659	0.783031	0.52513	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.635681	0.258502	0.635681	0.789889	0.531849	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.632144	0.25171	0.632144	0.786866	0.52827	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.633361	0.250687	0.633361	0.788767	0.529112	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.634402	0.248478	0.634402	0.789341	0.530308	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.634857	0.257172	0.634857	0.78986	0.53071	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.632799	0.244759	0.632799	0.78834	0.528521	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.632369	0.250634	0.632369	0.78675	0.528637	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.632555	0.252863	0.632555	0.786878	0.528839	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.636655	0.256329	0.636655	0.791819	0.532339	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.633555	0.252978	0.633555	0.78744	0.529984	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.636328	0.25022	0.636328	0.792608	0.531527	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.630043	0.245281	0.630043	0.784431	0.526433	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.635086	0.254483	0.635086	0.789369	0.531253	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.634572	0.250205	0.634572	0.789747	0.530363	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.634966	0.24807	0.634966	0.790233	0.530694	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.635372	0.260127	0.635372	0.789447	0.531617	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.632172	0.248866	0.632172	0.786882	0.528303	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.638035	0.260082	0.638035	0.792072	0.534156	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.643556	0.248022	0.643556	0.802346	0.537233	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.642972	0.250342	0.642972	0.800758	0.537132	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.644942	0.252269	0.644942	0.802802	0.538962	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.64462	0.252478	0.64462	0.802344	0.53872	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.643012	0.251053	0.643012	0.800342	0.537376	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.642	0.250733	0.642	0.799763	0.536224	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.642584	0.250733	0.642584	0.798997	0.537384	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.64305	0.246538	0.64305	0.8011	0.537087	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.646642	0.254369	0.646642	0.804319	0.540653	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.647446	0.257512	0.647446	0.80521	0.541375	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.629761	0.250344	0.629761	0.783059	0.526658	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.628019	0.244506	0.628019	0.781523	0.524916	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.626137	0.245541	0.626137	0.779208	0.523332	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.628522	0.249368	0.628522	0.781209	0.525762	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.629888	0.257764	0.629888	0.781891	0.527366	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.627747	0.246088	0.627747	0.780048	0.525203	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.62907	0.252161	0.62907	0.781957	0.52619	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.629252	0.251061	0.629252	0.782328	0.526277	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.627491	0.245818	0.627491	0.780718	0.524543	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K180	0.628149	0.244275	0.628149	0.781461	0.525127	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.641252

0.258447

0.641252

0.797822

0.536054

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.63899

0.244952

0.63899

0.796614

0.53344

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.640055

0.250235

0.640055

0.798126

0.534246

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.641211

0.256138

0.641211

0.797244

0.536257

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.640028

0.252492

0.640028

0.797305

0.534577

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.642338

0.254171

0.642338

0.799823

0.536668

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.641627

0.262395

0.641627

0.7979

0.536542

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.642528

0.259578

0.642528

0.79939

0.537129

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.641343

0.252036

0.641343

0.798468

0.53589

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.643056

0.255624

0.643056

0.800076

0.537557

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.640906

0.256058

0.640906

0.796669

0.53609

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.633886

0.251985

0.633886

0.788284

0.530064

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.63451

0.243217

0.63451

0.789414

0.530427

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.636918

0.257854

0.636918

0.791324

0.532931

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.634003

0.251411

0.634003

0.788573

0.530098

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.631196

0.24994

0.631196

0.78544

0.527589

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.632436

0.237282

0.632436

0.78857

0.527911

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.63828

0.251208

0.63828

0.793628

0.533794

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.634593

0.252844

0.634593

0.789002

0.530729

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.633846

0.255521

0.633846

0.787861

0.5302

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.623844

0.24112

0.623844

0.777049

0.521103

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.622981

0.244325

0.622981

0.774742

0.520936

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.625769

0.247944

0.625769

0.778032

0.523349

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.625334

0.252189

0.625334

0.776772

0.52331

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.623409

0.247754

0.623409

0.774504

0.521644

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.622791

0.246894

0.622791

0.774076

0.520973

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.625785

0.254285

0.625785

0.776398

0.524113

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.621278

0.244823

0.621278

0.773336

0.519191

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.623567

0.243417

0.623567

0.775667

0.521338

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.623284

0.254709

0.623284

0.774507

0.521467

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.638386

0.247149

0.638386

0.794773

0.533425

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.633628

0.249536

0.633628

0.787313

0.530142

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.638071

0.252689

0.638071

0.792592

0.53397

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.641447

0.270818

0.641447

0.794695

0.537748

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.636451

0.246979

0.636451

0.792031

0.531957

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.634596

0.2454

0.634596

0.790202

0.530191

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.637089

0.252645

0.637089

0.791814

0.532949

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.638554

0.248978

0.638554

0.793178

0.53438

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.6372

0.261429

0.6372

0.791191

0.533386

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.639377

0.251365

0.639377

0.795341

0.534552

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.626868

0.241406

0.626868

0.780869

0.523605

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.626384

0.241549

0.626384

0.779671

0.523467

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.626233

0.245445

0.626233

0.778524

0.523774

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.631994

0.253352

0.631994

0.785076

0.52887

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.626709

0.248159

0.626709

0.779687

0.523915

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.627858

0.247399

0.627858

0.780784

0.525025

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.625083

0.241834

0.625083

0.777688

0.522544

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.634093

0.24971

0.634093

0.78837

0.530315

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.630418

0.25316

0.630418

0.78369

0.527291

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.633225

0.254607

0.633225

0.786771

0.529825

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.622595

0.239533

0.622595

0.775088

0.520242

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.623106

0.235472

0.623106

0.77642

0.520354

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.619396

0.237565

0.619396

0.771381

0.517445

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.625899

0.240286

0.625899

0.78013

0.522585

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.625578

0.244309

0.625578

0.779082

0.522607

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.62596

0.240879

0.62596

0.779339

0.523024

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.623258

0.240692

0.623258

0.776088

0.520717

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.625014

0.247896

0.625014

0.777583

0.522496

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.62369

0.23874

0.62369

0.776999

0.52091

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.622006

0.236601

0.622006

0.775766

0.519116

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.629892

0.245521

0.629892

0.785074

0.525934

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.628659

0.243696

0.628659

0.783031

0.52513

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.635681

0.258502

0.635681

0.789889

0.531849

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.632144

0.25171

0.632144

0.786866

0.52827

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.633361

0.250687

0.633361

0.788767

0.529112

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.634402

0.248478

0.634402

0.789341

0.530308

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.634857

0.257172

0.634857

0.78986

0.53071

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.632799

0.244759

0.632799

0.78834

0.528521

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.632369

0.250634

0.632369

0.78675

0.528637

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.632555

0.252863

0.632555

0.786878

0.528839

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.636655

0.256329

0.636655

0.791819

0.532339

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.633555

0.252978

0.633555

0.78744

0.529984

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.636328

0.25022

0.636328

0.792608

0.531527

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.630043

0.245281

0.630043

0.784431

0.526433

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.635086

0.254483

0.635086

0.789369

0.531253

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.634572

0.250205

0.634572

0.789747

0.530363

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.634966

0.24807

0.634966

0.790233

0.530694

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.635372

0.260127

0.635372

0.789447

0.531617

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.632172

0.248866

0.632172

0.786882

0.528303

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.638035

0.260082

0.638035

0.792072

0.534156

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.643556

0.248022

0.643556

0.802346

0.537233

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.642972

0.250342

0.642972

0.800758

0.537132

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.644942

0.252269

0.644942

0.802802

0.538962

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.64462

0.252478

0.64462

0.802344

0.53872

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.643012

0.251053

0.643012

0.800342

0.537376

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.642

0.250733

0.642

0.799763

0.536224

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.642584

0.250733

0.642584

0.798997

0.537384

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.64305

0.246538

0.64305

0.8011

0.537087

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.646642

0.254369

0.646642

0.804319

0.540653

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.647446

0.257512

0.647446

0.80521

0.541375

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.629761

0.250344

0.629761

0.783059

0.526658

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.628019

0.244506

0.628019

0.781523

0.524916

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.626137

0.245541

0.626137

0.779208

0.523332

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.628522

0.249368

0.628522

0.781209

0.525762

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.629888

0.257764

0.629888

0.781891

0.527366

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.627747

0.246088

0.627747

0.780048

0.525203

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.62907

0.252161

0.62907

0.781957

0.52619

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.629252

0.251061

0.629252

0.782328

0.526277

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.627491

0.245818

0.627491

0.780718

0.524543

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K180

0.628149

0.244275

0.628149

0.781461

0.525127

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json