Subset (15)

primary_benchmarking · 27.6k rows

Split (1)

train · 27.6k rows

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	0.622474	0.163779	0.622474	0.663541	0.586195	137	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.617483	0.14784	0.617483	0.654086	0.584759	136	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607713	0.130454	0.607713	0.650077	0.570532	166	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.618029	0.146976	0.618029	0.657832	0.582767	142	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.615925	0.147141	0.615925	0.663526	0.574696	167	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.621158	0.163603	0.621158	0.663049	0.584245	152	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.617838	0.157694	0.617838	0.657787	0.582464	153	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.615265	0.143373	0.615265	0.658961	0.577003	165	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.615335	0.142907	0.615335	0.659921	0.576393	167	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.619227	0.150467	0.619227	0.658619	0.584282	144	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607571	0.139859	0.607571	0.648511	0.571493	150	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.61737	0.157816	0.61737	0.655389	0.583519	145	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.609484	0.133368	0.609484	0.646446	0.57652	151	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.612095	0.142671	0.612095	0.647207	0.580596	145	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.605487	0.134342	0.605487	0.643432	0.571768	152	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607192	0.133869	0.607192	0.640489	0.577186	139	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.611493	0.138594	0.611493	0.654019	0.57416	153	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.608156	0.139155	0.608156	0.640845	0.578641	142	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607974	0.141019	0.607974	0.649667	0.571309	157	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.612184	0.143403	0.612184	0.656142	0.573746	159	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607779	0.134264	0.607779	0.640469	0.578264	155	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.609181	0.126656	0.609181	0.644768	0.577317	151	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.609354	0.132819	0.609354	0.639947	0.581552	149	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.609057	0.130981	0.609057	0.641507	0.579731	156	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607317	0.134578	0.607317	0.644688	0.574041	153	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.611204	0.140311	0.611204	0.646084	0.579897	150	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.604826	0.12451	0.604826	0.64117	0.572382	157	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610866	0.139924	0.610866	0.642977	0.581809	143	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.602078	0.119489	0.602078	0.642377	0.566536	159	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.611211	0.141508	0.611211	0.651299	0.575772	164	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.618724	0.144999	0.618724	0.653077	0.587804	158	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.617117	0.147042	0.617117	0.659586	0.579786	168	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.608733	0.133423	0.608733	0.644893	0.576413	162	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.618919	0.149778	0.618919	0.659071	0.583377	171	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.614567	0.135731	0.614567	0.653843	0.579742	170	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610232	0.126472	0.610232	0.646954	0.577455	161	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.614857	0.153422	0.614857	0.653544	0.580495	153	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.615793	0.140801	0.615793	0.657544	0.579027	178	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607187	0.1301	0.607187	0.647223	0.571815	168	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.61575	0.146053	0.61575	0.657188	0.579227	164	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.611273	0.142658	0.611273	0.662883	0.567119	168	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610953	0.134183	0.610953	0.650518	0.575925	145	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.611005	0.128403	0.611005	0.649882	0.576516	152	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.609651	0.135366	0.609651	0.652809	0.571846	162	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.608608	0.132978	0.608608	0.646089	0.575238	156	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.611179	0.132819	0.611179	0.65264	0.574671	163	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.61374	0.143613	0.61374	0.660381	0.573252	163	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.609678	0.134079	0.609678	0.64804	0.575604	152	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610473	0.143225	0.610473	0.651956	0.573953	150	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607633	0.139272	0.607633	0.647978	0.572017	156	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610843	0.142353	0.610843	0.643838	0.581064	142	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.611912	0.139037	0.611912	0.641733	0.58474	135	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.612621	0.137701	0.612621	0.637993	0.589189	135	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.608258	0.134434	0.608258	0.642765	0.577267	148	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610027	0.126206	0.610027	0.639893	0.582825	144	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.608801	0.13811	0.608801	0.64777	0.574254	152	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.602895	0.134412	0.602895	0.635018	0.573866	152	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.604792	0.132422	0.604792	0.643098	0.570792	149	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610278	0.142216	0.610278	0.640389	0.582872	146	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.600128	0.127231	0.600128	0.638573	0.566049	142	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.614006	0.15152	0.614006	0.650969	0.581015	151	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.613494	0.143818	0.613494	0.65098	0.580091	152	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.610787	0.144644	0.610787	0.647254	0.578211	159	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.611913	0.132966	0.611913	0.646397	0.580922	153	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.614763	0.139914	0.614763	0.652089	0.581479	157	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.611281	0.131495	0.611281	0.644626	0.581215	145	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.608663	0.13358	0.608663	0.649655	0.572536	166	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.612423	0.140286	0.612423	0.636632	0.589988	140	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.616858	0.152478	0.616858	0.651121	0.58602	147	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.61134	0.136677	0.61134	0.649341	0.577541	165	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.612247	0.137198	0.612247	0.656071	0.573911	160	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.599436	0.122569	0.599436	0.64428	0.560427	165	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.606751	0.134832	0.606751	0.647076	0.571157	160	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.604111	0.125462	0.604111	0.661044	0.556206	192	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.615446	0.139952	0.615446	0.656512	0.579214	153	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.605965	0.130015	0.605965	0.652899	0.565326	165	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.614665	0.152932	0.614665	0.657606	0.576987	160	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.605452	0.129733	0.605452	0.648607	0.567681	160	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.608793	0.136743	0.608793	0.647774	0.574237	158	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.606594	0.126738	0.606594	0.653871	0.565692	156	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.620755	0.154852	0.620755	0.658438	0.587152	148	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.615014	0.149596	0.615014	0.660357	0.575497	161	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.60743	0.133016	0.60743	0.6442	0.574632	146	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.614052	0.143767	0.614052	0.656896	0.576454	154	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.615472	0.139077	0.615472	0.653224	0.581846	153	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.613058	0.1493	0.613058	0.647808	0.581846	146	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.616186	0.147893	0.616186	0.652044	0.584066	149	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.619623	0.152256	0.619623	0.654987	0.587882	154	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.613374	0.147896	0.613374	0.655326	0.57647	164	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.608667	0.145248	0.608667	0.647226	0.574444	153	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.605248	0.13494	0.605248	0.637378	0.576201	147	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.609699	0.1471	0.609699	0.652177	0.572415	155	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.612155	0.153905	0.612155	0.647477	0.580487	145	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607883	0.13154	0.607883	0.646213	0.573844	156	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607672	0.135297	0.607672	0.645526	0.574011	157	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.604131	0.129894	0.604131	0.638886	0.572962	146	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.60647	0.137022	0.60647	0.646294	0.571268	163	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.604132	0.130141	0.604132	0.644557	0.568479	150	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.604701	0.134324	0.604701	0.639198	0.573738	154	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	DBSCAN	0.607576	0.138232	0.607576	0.646325	0.573211	160	30	siglip_vitb16\dimension_reduction\UMAP\clustering\DBSCAN\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json

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