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	DBSCAN	0.602648	0.109412	0.602648	0.643445	0.566717	163	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.608679	0.114133	0.608679	0.646613	0.574949	156	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607622	0.112693	0.607622	0.648538	0.571562	177	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.609952	0.118335	0.609952	0.649962	0.574582	170	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.617243	0.1286	0.617243	0.655657	0.583082	162	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.616225	0.128668	0.616225	0.655147	0.581669	165	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610792	0.118777	0.610792	0.648712	0.57706	162	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610144	0.116684	0.610144	0.647389	0.576952	160	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610041	0.122244	0.610041	0.644046	0.579446	165	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.609255	0.11411	0.609255	0.648586	0.574421	164	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.590875	0.112558	0.590875	0.629995	0.556329	167	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.595787	0.119783	0.595787	0.63684	0.559707	167	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.590566	0.11101	0.590566	0.62333	0.561075	160	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.593541	0.113262	0.593541	0.628847	0.561989	153	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.600796	0.131052	0.600796	0.638919	0.566967	166	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.589711	0.116139	0.589711	0.623624	0.559296	158	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.595433	0.117295	0.595433	0.644038	0.553649	183	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.590857	0.109598	0.590857	0.62894	0.557124	169	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.595594	0.118625	0.595594	0.624263	0.569442	140	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.59732	0.130032	0.59732	0.632008	0.566241	164	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.588809	0.109164	0.588809	0.630537	0.552262	186	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.589187	0.116412	0.589187	0.628935	0.554164	162	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.589155	0.113149	0.589155	0.627069	0.555565	167	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.588607	0.115808	0.588607	0.629002	0.553087	174	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.583279	0.10728	0.583279	0.629531	0.543357	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.586289	0.117534	0.586289	0.629501	0.548628	181	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.589118	0.120588	0.589118	0.63175	0.551876	163	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.589973	0.11881	0.589973	0.631077	0.553896	179	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.58923	0.114919	0.58923	0.634022	0.550349	185	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.588747	0.112042	0.588747	0.632107	0.550954	175	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.597538	0.11606	0.597538	0.633673	0.565301	160	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.6007	0.117338	0.6007	0.638004	0.567518	156	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.606262	0.122423	0.606262	0.636983	0.578368	140	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.602463	0.122616	0.602463	0.639394	0.569566	147	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.602776	0.131128	0.602776	0.645885	0.56506	163	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.600517	0.123095	0.600517	0.636684	0.568238	160	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.60029	0.115558	0.60029	0.642196	0.563518	167	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.602107	0.128225	0.602107	0.641064	0.567613	152	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.600455	0.113759	0.600455	0.644413	0.562111	164	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.599813	0.115161	0.599813	0.641524	0.563194	167	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.602173	0.1318	0.602173	0.642281	0.566779	175	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.59934	0.128131	0.59934	0.641982	0.56201	176	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.60278	0.140081	0.60278	0.642251	0.56788	162	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.601403	0.123606	0.601403	0.641034	0.566387	162	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.602686	0.131959	0.602686	0.641337	0.568429	162	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.598381	0.121482	0.598381	0.640882	0.561166	170	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.59885	0.12603	0.59885	0.640554	0.562245	175	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.600953	0.122286	0.600953	0.64952	0.559143	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.594791	0.119861	0.594791	0.637243	0.557642	174	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.608187	0.133609	0.608187	0.640866	0.578679	155	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.589967	0.117468	0.589967	0.631335	0.553686	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.593807	0.119333	0.593807	0.634639	0.557911	176	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.590067	0.1114	0.590067	0.630141	0.554785	175	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.588792	0.108053	0.588792	0.623206	0.55798	171	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.596937	0.12629	0.596937	0.633695	0.56421	166	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.593782	0.122649	0.593782	0.6333	0.558905	168	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.586477	0.105809	0.586477	0.625147	0.552311	173	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.592007	0.114647	0.592007	0.636792	0.553108	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.590732	0.112205	0.590732	0.627733	0.557851	169	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.594042	0.118524	0.594042	0.629247	0.562568	157	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.596645	0.117868	0.596645	0.635277	0.562441	173	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.59309	0.122167	0.59309	0.638116	0.553999	174	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.59364	0.113954	0.59364	0.639543	0.553885	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.604052	0.118731	0.604052	0.646417	0.566899	181	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.596691	0.112827	0.596691	0.631263	0.565709	155	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.600037	0.120961	0.600037	0.64211	0.563139	159	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.598752	0.122246	0.598752	0.637369	0.564547	164	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.593654	0.108291	0.593654	0.632082	0.559631	167	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.591494	0.108891	0.591494	0.634072	0.554275	167	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.598817	0.122128	0.598817	0.647317	0.557079	182	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.590458	0.115839	0.590458	0.635564	0.551329	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.590145	0.120584	0.590145	0.63196	0.553519	169	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.599452	0.121025	0.599452	0.638261	0.565092	170	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.597072	0.118303	0.597072	0.635641	0.562916	169	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.59148	0.114477	0.59148	0.635101	0.553466	184	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.597682	0.121084	0.597682	0.633578	0.565636	158	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.594973	0.12267	0.594973	0.641312	0.554879	187	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.59386	0.12162	0.59386	0.634493	0.558119	162	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.595333	0.116306	0.595333	0.636404	0.559242	166	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.595745	0.116286	0.595745	0.647115	0.551932	193	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610634	0.124625	0.610634	0.656851	0.570493	167	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.6077	0.122631	0.6077	0.646844	0.573022	157	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607656	0.120685	0.607656	0.650436	0.570156	168	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607517	0.123363	0.607517	0.649205	0.570861	161	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.615331	0.138182	0.615331	0.655962	0.57944	163	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.613337	0.122355	0.613337	0.64546	0.58426	142	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610229	0.13015	0.610229	0.654806	0.571335	165	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.612055	0.125038	0.612055	0.646482	0.58111	153	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.611417	0.131397	0.611417	0.658403	0.570691	164	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.612151	0.134322	0.612151	0.651497	0.577286	160	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.58318	0.102562	0.58318	0.62518	0.546468	168	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.592926	0.11101	0.592926	0.6376	0.554103	166	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.587733	0.108741	0.587733	0.624605	0.554971	161	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.599876	0.136319	0.599876	0.639368	0.564979	155	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.590934	0.115545	0.590934	0.633992	0.553352	176	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.593685	0.122196	0.593685	0.633745	0.558389	155	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.596457	0.114149	0.596457	0.642276	0.55674	170	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.590611	0.108647	0.590611	0.636622	0.550803	170	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.591154	0.113459	0.591154	0.627948	0.558433	166	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.588022	0.102782	0.588022	0.625341	0.554906	154	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.602648

0.109412

0.602648

0.643445

0.566717

163

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.608679

0.114133

0.608679

0.646613

0.574949

156

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.607622

0.112693

0.607622

0.648538

0.571562

177

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.609952

0.118335

0.609952

0.649962

0.574582

170

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.617243

0.1286

0.617243

0.655657

0.583082

162

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.616225

0.128668

0.616225

0.655147

0.581669

165

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.610792

0.118777

0.610792

0.648712

0.57706

162

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.610144

0.116684

0.610144

0.647389

0.576952

160

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.610041

0.122244

0.610041

0.644046

0.579446

165

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.609255

0.11411

0.609255

0.648586

0.574421

164

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.590875

0.112558

0.590875

0.629995

0.556329

167

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.595787

0.119783

0.595787

0.63684

0.559707

167

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.590566

0.11101

0.590566

0.62333

0.561075

160

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.593541

0.113262

0.593541

0.628847

0.561989

153

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.600796

0.131052

0.600796

0.638919

0.566967

166

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.589711

0.116139

0.589711

0.623624

0.559296

158

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.595433

0.117295

0.595433

0.644038

0.553649

183

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.590857

0.109598

0.590857

0.62894

0.557124

169

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.595594

0.118625

0.595594

0.624263

0.569442

140

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.59732

0.130032

0.59732

0.632008

0.566241

164

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.588809

0.109164

0.588809

0.630537

0.552262

186

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.589187

0.116412

0.589187

0.628935

0.554164

162

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.589155

0.113149

0.589155

0.627069

0.555565

167

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.588607

0.115808

0.588607

0.629002

0.553087

174

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.583279

0.10728

0.583279

0.629531

0.543357

180

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.586289

0.117534

0.586289

0.629501

0.548628

181

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.589118

0.120588

0.589118

0.63175

0.551876

163

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.589973

0.11881

0.589973

0.631077

0.553896

179

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.58923

0.114919

0.58923

0.634022

0.550349

185

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.588747

0.112042

0.588747

0.632107

0.550954

175

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.597538

0.11606

0.597538

0.633673

0.565301

160

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.6007

0.117338

0.6007

0.638004

0.567518

156

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.606262

0.122423

0.606262

0.636983

0.578368

140

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.602463

0.122616

0.602463

0.639394

0.569566

147

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.602776

0.131128

0.602776

0.645885

0.56506

163

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.600517

0.123095

0.600517

0.636684

0.568238

160

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.60029

0.115558

0.60029

0.642196

0.563518

167

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.602107

0.128225

0.602107

0.641064

0.567613

152

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.600455

0.113759

0.600455

0.644413

0.562111

164

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.599813

0.115161

0.599813

0.641524

0.563194

167

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.602173

0.1318

0.602173

0.642281

0.566779

175

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.59934

0.128131

0.59934

0.641982

0.56201

176

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.60278

0.140081

0.60278

0.642251

0.56788

162

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.601403

0.123606

0.601403

0.641034

0.566387

162

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.602686

0.131959

0.602686

0.641337

0.568429

162

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.598381

0.121482

0.598381

0.640882

0.561166

170

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.59885

0.12603

0.59885

0.640554

0.562245

175

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.600953

0.122286

0.600953

0.64952

0.559143

180

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.594791

0.119861

0.594791

0.637243

0.557642

174

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.608187

0.133609

0.608187

0.640866

0.578679

155

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.589967

0.117468

0.589967

0.631335

0.553686

180

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.593807

0.119333

0.593807

0.634639

0.557911

176

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.590067

0.1114

0.590067

0.630141

0.554785

175

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.588792

0.108053

0.588792

0.623206

0.55798

171

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.596937

0.12629

0.596937

0.633695

0.56421

166

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.593782

0.122649

0.593782

0.6333

0.558905

168

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.586477

0.105809

0.586477

0.625147

0.552311

173

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.592007

0.114647

0.592007

0.636792

0.553108

180

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.590732

0.112205

0.590732

0.627733

0.557851

169

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.594042

0.118524

0.594042

0.629247

0.562568

157

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.596645

0.117868

0.596645

0.635277

0.562441

173

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.59309

0.122167

0.59309

0.638116

0.553999

174

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.59364

0.113954

0.59364

0.639543

0.553885

180

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.604052

0.118731

0.604052

0.646417

0.566899

181

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.596691

0.112827

0.596691

0.631263

0.565709

155

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.600037

0.120961

0.600037

0.64211

0.563139

159

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.598752

0.122246

0.598752

0.637369

0.564547

164

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.593654

0.108291

0.593654

0.632082

0.559631

167

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.591494

0.108891

0.591494

0.634072

0.554275

167

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.598817

0.122128

0.598817

0.647317

0.557079

182

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.590458

0.115839

0.590458

0.635564

0.551329

180

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.590145

0.120584

0.590145

0.63196

0.553519

169

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.599452

0.121025

0.599452

0.638261

0.565092

170

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.597072

0.118303

0.597072

0.635641

0.562916

169

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.59148

0.114477

0.59148

0.635101

0.553466

184

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.597682

0.121084

0.597682

0.633578

0.565636

158

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.594973

0.12267

0.594973

0.641312

0.554879

187

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.59386

0.12162

0.59386

0.634493

0.558119

162

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.595333

0.116306

0.595333

0.636404

0.559242

166

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.595745

0.116286

0.595745

0.647115

0.551932

193

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.610634

0.124625

0.610634

0.656851

0.570493

167

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.6077

0.122631

0.6077

0.646844

0.573022

157

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.607656

0.120685

0.607656

0.650436

0.570156

168

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.607517

0.123363

0.607517

0.649205

0.570861

161

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.615331

0.138182

0.615331

0.655962

0.57944

163

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.613337

0.122355

0.613337

0.64546

0.58426

142

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.610229

0.13015

0.610229

0.654806

0.571335

165

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.612055

0.125038

0.612055

0.646482

0.58111

153

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.611417

0.131397

0.611417

0.658403

0.570691

164

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.612151

0.134322

0.612151

0.651497

0.577286

160

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.58318

0.102562

0.58318

0.62518

0.546468

168

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.592926

0.11101

0.592926

0.6376

0.554103

166

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.587733

0.108741

0.587733

0.624605

0.554971

161

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.599876

0.136319

0.599876

0.639368

0.564979

155

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.590934

0.115545

0.590934

0.633992

0.553352

176

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.593685

0.122196

0.593685

0.633745

0.558389

155

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.596457

0.114149

0.596457

0.642276

0.55674

170

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.590611

0.108647

0.590611

0.636622

0.550803

170

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.591154

0.113459

0.591154

0.627948

0.558433

166

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

DBSCAN

0.588022

0.102782

0.588022

0.625341

0.554906

154

30

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