AI-EcoNet/HUGO-Bench-Paper-Reproducibility

model large_stringclasses 5 values	model_short large_stringclasses 5 values	dim_reduction large_stringclasses 5 values	clustering large_stringclasses 12 values	v_measure float64 0.01 0.97	adjusted_rand_index float64 0 0.96	normalized_mutual_info float64 0.01 0.97	homogeneity float64 0.01 0.98	completeness float64 0.06 0.99	n_clusters_pred float64 2 278	n_clusters_true float64 30 30	path large_stringlengths 98 140
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.56894	0.256383	0.56894	0.495636	0.66769	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.560496	0.254412	0.560496	0.489429	0.655707	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.567828	0.271435	0.567828	0.496999	0.6622	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.550202	0.237436	0.550202	0.474986	0.65372	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.578271	0.284697	0.578271	0.508365	0.670468	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.552956	0.253129	0.552956	0.483777	0.64522	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.5663	0.266795	0.5663	0.496707	0.658572	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.560821	0.258821	0.560821	0.488573	0.658143	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.555879	0.245708	0.555879	0.481961	0.656577	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.554392	0.261925	0.554392	0.485811	0.645519	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.553275	0.256703	0.553275	0.482746	0.647938	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.558842	0.265644	0.558842	0.487217	0.655154	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.549342	0.257292	0.549342	0.479607	0.642805	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.562344	0.254607	0.562344	0.486535	0.666138	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.541609	0.265724	0.541609	0.476652	0.627062	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.579014	0.304511	0.579014	0.511726	0.666677	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.554373	0.27885	0.554373	0.486248	0.644698	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.563594	0.292435	0.563594	0.498367	0.648468	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.564558	0.238035	0.564558	0.486388	0.672667	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.574797	0.291261	0.574797	0.507134	0.663296	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.549818	0.24649	0.549818	0.481818	0.640166	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.567132	0.253105	0.567132	0.49281	0.667854	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.557799	0.263963	0.557799	0.489704	0.647891	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.561845	0.255997	0.561845	0.489096	0.660016	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.556265	0.260886	0.556265	0.488865	0.645223	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.544106	0.229167	0.544106	0.470103	0.645761	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.559658	0.243904	0.559658	0.487408	0.657055	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.558733	0.241979	0.558733	0.487812	0.653784	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.558007	0.224743	0.558007	0.482078	0.662325	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.531403	0.253371	0.531403	0.469578	0.611978	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.564231	0.257097	0.564231	0.491059	0.663028	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.573512	0.272818	0.573512	0.503436	0.66625	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.569556	0.246747	0.569556	0.490968	0.678098	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.577545	0.292256	0.577545	0.509139	0.667186	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.560338	0.286089	0.560338	0.494228	0.646866	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.567093	0.282426	0.567093	0.497655	0.659051	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.562813	0.27291	0.562813	0.494718	0.652645	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.570326	0.305988	0.570326	0.50627	0.65294	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.557804	0.255398	0.557804	0.486107	0.654311	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.576822	0.271387	0.576822	0.505101	0.672282	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.565587	0.276947	0.565587	0.498525	0.653497	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.559993	0.260485	0.559993	0.490777	0.651938	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.558907	0.274488	0.558907	0.492025	0.646833	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.549349	0.280521	0.549349	0.486716	0.630483	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.56606	0.258998	0.56606	0.492038	0.666297	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.545748	0.262937	0.545748	0.479893	0.632552	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.554034	0.268784	0.554034	0.487653	0.641334	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.555069	0.252305	0.555069	0.485953	0.647104	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.565959	0.254922	0.565959	0.493261	0.66379	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.555116	0.260249	0.555116	0.487866	0.643872	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.533588	0.252103	0.533588	0.469512	0.617918	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.543392	0.261583	0.543392	0.477986	0.629537	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.533771	0.218428	0.533771	0.461405	0.633058	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.549689	0.248732	0.549689	0.478946	0.644954	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.534023	0.249704	0.534023	0.468777	0.620369	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.524827	0.255662	0.524827	0.464109	0.603823	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.551828	0.249384	0.551828	0.482982	0.643563	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.543842	0.264132	0.543842	0.478432	0.629971	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.531074	0.223867	0.531074	0.460984	0.626298	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.547406	0.240225	0.547406	0.477511	0.64127	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.551063	0.264513	0.551063	0.484153	0.639434	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.554339	0.284584	0.554339	0.49132	0.635902	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.566633	0.251862	0.566633	0.492101	0.667773	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.56975	0.284171	0.56975	0.502506	0.657769	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.563689	0.26296	0.563689	0.492788	0.658422	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.567138	0.289005	0.567138	0.500864	0.653626	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.577073	0.266174	0.577073	0.503814	0.675263	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.555296	0.255478	0.555296	0.483701	0.651768	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.556196	0.261018	0.556196	0.486243	0.649658	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.557879	0.261528	0.557879	0.48742	0.65215	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.573035	0.272215	0.573035	0.501768	0.667898	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.569997	0.282039	0.569997	0.502236	0.658894	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.56722	0.265301	0.56722	0.495211	0.663733	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.554037	0.282897	0.554037	0.490018	0.637298	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.559753	0.262947	0.559753	0.489875	0.652882	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.571926	0.28827	0.571926	0.504585	0.66001	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.565242	0.260521	0.565242	0.492061	0.663994	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.553857	0.270967	0.553857	0.48852	0.63937	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.572728	0.285131	0.572728	0.502328	0.666078	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.583759	0.300029	0.583759	0.514595	0.6744	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.574026	0.286616	0.574026	0.507143	0.661231	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.579185	0.289278	0.579185	0.509943	0.670185	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.580792	0.291192	0.580792	0.512652	0.669822	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.595435	0.288414	0.595435	0.521727	0.693396	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.576316	0.283214	0.576316	0.508347	0.665266	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.586933	0.293762	0.586933	0.516661	0.679329	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.585239	0.273285	0.585239	0.512309	0.682381	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.581358	0.303474	0.581358	0.5143	0.668525	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.583281	0.296619	0.583281	0.51409	0.673995	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.579694	0.297557	0.579694	0.512258	0.667577	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.548302	0.267386	0.548302	0.481921	0.63589	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.565962	0.285371	0.565962	0.499408	0.652983	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.569745	0.267861	0.569745	0.498228	0.665234	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.566546	0.277852	0.566546	0.497423	0.657981	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.545845	0.277939	0.545845	0.482507	0.628323	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.559392	0.289464	0.559392	0.495659	0.641933	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.552526	0.287536	0.552526	0.489289	0.634535	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.57567	0.292834	0.57567	0.507051	0.665768	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.570316	0.290465	0.570316	0.502936	0.658544	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.553222	0.268605	0.553222	0.486121	0.641815	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.56894

0.256383

0.56894

0.495636

0.66769

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.560496

0.254412

0.560496

0.489429

0.655707

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.567828

0.271435

0.567828

0.496999

0.6622

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.550202

0.237436

0.550202

0.474986

0.65372

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.578271

0.284697

0.578271

0.508365

0.670468

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.552956

0.253129

0.552956

0.483777

0.64522

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.5663

0.266795

0.5663

0.496707

0.658572

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.560821

0.258821

0.560821

0.488573

0.658143

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.555879

0.245708

0.555879

0.481961

0.656577

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.554392

0.261925

0.554392

0.485811

0.645519

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.553275

0.256703

0.553275

0.482746

0.647938

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.558842

0.265644

0.558842

0.487217

0.655154

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.549342

0.257292

0.549342

0.479607

0.642805

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.562344

0.254607

0.562344

0.486535

0.666138

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.541609

0.265724

0.541609

0.476652

0.627062

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.579014

0.304511

0.579014

0.511726

0.666677

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.554373

0.27885

0.554373

0.486248

0.644698

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.563594

0.292435

0.563594

0.498367

0.648468

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.564558

0.238035

0.564558

0.486388

0.672667

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.574797

0.291261

0.574797

0.507134

0.663296

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.549818

0.24649

0.549818

0.481818

0.640166

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.567132

0.253105

0.567132

0.49281

0.667854

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.557799

0.263963

0.557799

0.489704

0.647891

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.561845

0.255997

0.561845

0.489096

0.660016

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.556265

0.260886

0.556265

0.488865

0.645223

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.544106

0.229167

0.544106

0.470103

0.645761

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.559658

0.243904

0.559658

0.487408

0.657055

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.558733

0.241979

0.558733

0.487812

0.653784

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.558007

0.224743

0.558007

0.482078

0.662325

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.531403

0.253371

0.531403

0.469578

0.611978

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.564231

0.257097

0.564231

0.491059

0.663028

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.573512

0.272818

0.573512

0.503436

0.66625

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.569556

0.246747

0.569556

0.490968

0.678098

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.577545

0.292256

0.577545

0.509139

0.667186

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.560338

0.286089

0.560338

0.494228

0.646866

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.567093

0.282426

0.567093

0.497655

0.659051

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.562813

0.27291

0.562813

0.494718

0.652645

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.570326

0.305988

0.570326

0.50627

0.65294

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.557804

0.255398

0.557804

0.486107

0.654311

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.576822

0.271387

0.576822

0.505101

0.672282

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.565587

0.276947

0.565587

0.498525

0.653497

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.559993

0.260485

0.559993

0.490777

0.651938

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.558907

0.274488

0.558907

0.492025

0.646833

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.549349

0.280521

0.549349

0.486716

0.630483

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.56606

0.258998

0.56606

0.492038

0.666297

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.545748

0.262937

0.545748

0.479893

0.632552

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.554034

0.268784

0.554034

0.487653

0.641334

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.555069

0.252305

0.555069

0.485953

0.647104

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.565959

0.254922

0.565959

0.493261

0.66379

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.555116

0.260249

0.555116

0.487866

0.643872

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.533588

0.252103

0.533588

0.469512

0.617918

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.543392

0.261583

0.543392

0.477986

0.629537

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.533771

0.218428

0.533771

0.461405

0.633058

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.549689

0.248732

0.549689

0.478946

0.644954

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.534023

0.249704

0.534023

0.468777

0.620369

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.524827

0.255662

0.524827

0.464109

0.603823

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.551828

0.249384

0.551828

0.482982

0.643563

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.543842

0.264132

0.543842

0.478432

0.629971

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.531074

0.223867

0.531074

0.460984

0.626298

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.547406

0.240225

0.547406

0.477511

0.64127

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.551063

0.264513

0.551063

0.484153

0.639434

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.554339

0.284584

0.554339

0.49132

0.635902

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.566633

0.251862

0.566633

0.492101

0.667773

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.56975

0.284171

0.56975

0.502506

0.657769

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.563689

0.26296

0.563689

0.492788

0.658422

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.567138

0.289005

0.567138

0.500864

0.653626

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.577073

0.266174

0.577073

0.503814

0.675263

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.555296

0.255478

0.555296

0.483701

0.651768

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.556196

0.261018

0.556196

0.486243

0.649658

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.557879

0.261528

0.557879

0.48742

0.65215

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.573035

0.272215

0.573035

0.501768

0.667898

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.569997

0.282039

0.569997

0.502236

0.658894

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.56722

0.265301

0.56722

0.495211

0.663733

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.554037

0.282897

0.554037

0.490018

0.637298

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.559753

0.262947

0.559753

0.489875

0.652882

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.571926

0.28827

0.571926

0.504585

0.66001

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.565242

0.260521

0.565242

0.492061

0.663994

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.553857

0.270967

0.553857

0.48852

0.63937

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.572728

0.285131

0.572728

0.502328

0.666078

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.583759

0.300029

0.583759

0.514595

0.6744

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.574026

0.286616

0.574026

0.507143

0.661231

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.579185

0.289278

0.579185

0.509943

0.670185

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.580792

0.291192

0.580792

0.512652

0.669822

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.595435

0.288414

0.595435

0.521727

0.693396

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.576316

0.283214

0.576316

0.508347

0.665266

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.586933

0.293762

0.586933

0.516661

0.679329

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.585239

0.273285

0.585239

0.512309

0.682381

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.581358

0.303474

0.581358

0.5143

0.668525

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.583281

0.296619

0.583281

0.51409

0.673995

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.579694

0.297557

0.579694

0.512258

0.667577

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.548302

0.267386

0.548302

0.481921

0.63589

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.565962

0.285371

0.565962

0.499408

0.652983

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.569745

0.267861

0.569745

0.498228

0.665234

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.566546

0.277852

0.566546

0.497423

0.657981

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.545845

0.277939

0.545845

0.482507

0.628323

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.559392

0.289464

0.559392

0.495659

0.641933

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.552526

0.287536

0.552526

0.489289

0.634535

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.57567

0.292834

0.57567

0.507051

0.665768

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.570316

0.290465

0.570316

0.502936

0.658544

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.553222

0.268605

0.553222

0.486121

0.641815

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json