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
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.464076	0.191249	0.464076	0.483651	0.446025	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.469894	0.213078	0.469894	0.489387	0.451893	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.488895	0.229604	0.488895	0.512758	0.467155	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.491338	0.226751	0.491338	0.512556	0.471806	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.484517	0.208974	0.484517	0.504708	0.465879	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.490087	0.209373	0.490087	0.510252	0.471455	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.495012	0.227811	0.495012	0.517338	0.474533	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.496457	0.222962	0.496457	0.520714	0.474359	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.474047	0.203485	0.474047	0.49338	0.456172	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.497793	0.219777	0.497793	0.519983	0.477419	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.469484	0.202575	0.469484	0.490622	0.450092	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.466559	0.203434	0.466559	0.485131	0.449356	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.457626	0.187003	0.457626	0.478051	0.438875	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.444169	0.186063	0.444169	0.463301	0.426554	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.465126	0.195981	0.465126	0.485519	0.446377	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.42976	0.163456	0.42976	0.447964	0.412978	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.451646	0.195347	0.451646	0.470605	0.434156	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.459081	0.194027	0.459081	0.479809	0.440069	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.447795	0.193505	0.447795	0.468353	0.428966	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K45	0.441934	0.192115	0.441934	0.461909	0.423615	45	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.457106	0.151277	0.457106	0.524837	0.404858	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.452222	0.140761	0.452222	0.518191	0.401153	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.473661	0.159814	0.473661	0.543107	0.419961	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.482254	0.173464	0.482254	0.552523	0.427841	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.478614	0.174615	0.478614	0.547018	0.425416	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.476525	0.161446	0.476525	0.544166	0.423842	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.483384	0.177109	0.483384	0.553784	0.428864	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.48491	0.162826	0.48491	0.555389	0.430304	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.467059	0.157772	0.467059	0.533359	0.415419	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.486575	0.174774	0.486575	0.555135	0.433088	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.459452	0.148853	0.459452	0.527034	0.407232	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_10_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.455313	0.145049	0.455313	0.521198	0.404217	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_1_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.447121	0.142424	0.447121	0.512402	0.396594	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_2_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.436994	0.132374	0.436994	0.499723	0.388257	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_3_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.458886	0.153392	0.458886	0.525174	0.407456	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_4_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.427422	0.133008	0.427422	0.488221	0.380088	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_5_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.44197	0.140821	0.44197	0.505584	0.392574	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_6_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.445183	0.142354	0.445183	0.510804	0.394503	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_7_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.435735	0.131902	0.435735	0.498163	0.387211	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_8_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	ISOMAP	HIERARCHICAL_K90	0.427441	0.128607	0.427441	0.489719	0.379215	90	30	bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_9_ISOMAP\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.269578	0.031606	0.269578	0.224687	0.336885	108	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_10_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.288819	0.031124	0.288819	0.242937	0.356069	110	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_1_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.273713	0.029376	0.273713	0.231885	0.333953	119	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_2_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.279729	0.027596	0.279729	0.232424	0.35121	112	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_3_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.273434	0.027277	0.273434	0.229399	0.33839	110	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_4_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.272511	0.027625	0.272511	0.22951	0.335338	127	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_5_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.291314	0.031798	0.291314	0.246661	0.35571	118	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_6_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.272448	0.027751	0.272448	0.23748	0.319492	141	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_7_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.289833	0.031953	0.289833	0.256198	0.333633	143	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_8_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.295286	0.032329	0.295286	0.250369	0.359843	119	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_9_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.22754	0.023884	0.22754	0.181601	0.304589	121	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.196448	0.0175	0.196448	0.154199	0.270585	115	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.228807	0.022896	0.228807	0.189742	0.288129	133	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.203989	0.018604	0.203989	0.158944	0.284662	113	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.212964	0.022646	0.212964	0.168595	0.289026	111	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.168199	0.010753	0.168199	0.131288	0.233982	127	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.219301	0.023621	0.219301	0.177124	0.28784	118	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.214282	0.020751	0.214282	0.172906	0.281691	124	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.205908	0.019822	0.205908	0.161158	0.285062	117	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	DBSCAN	0.215799	0.022837	0.215799	0.172083	0.289292	118	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.30727	0.112248	0.30727	0.271981	0.353083	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_10_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.321172	0.113326	0.321172	0.283366	0.370619	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_1_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.310247	0.111432	0.310247	0.274291	0.357052	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_2_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.325011	0.11763	0.325011	0.28767	0.373493	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_3_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.32649	0.117484	0.32649	0.288918	0.375293	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_4_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.314311	0.11704	0.314311	0.279923	0.358332	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_5_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.320545	0.125767	0.320545	0.285174	0.365933	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_6_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.315816	0.114853	0.315816	0.278801	0.364164	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_7_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.33248	0.120316	0.33248	0.294611	0.38152	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_8_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.330109	0.128149	0.330109	0.292825	0.378273	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_9_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.302573	0.114306	0.302573	0.270188	0.343779	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.295315	0.117359	0.295315	0.263083	0.336549	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.301678	0.114197	0.301678	0.266901	0.346875	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.303668	0.120376	0.303668	0.270548	0.346028	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.307032	0.12161	0.307032	0.272504	0.351579	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.290252	0.113089	0.290252	0.257382	0.332747	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.299858	0.11884	0.299858	0.265774	0.343971	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.298482	0.114742	0.298482	0.264235	0.342928	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.294846	0.118848	0.294846	0.261079	0.338645	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K15	0.299712	0.121015	0.299712	0.266257	0.342781	15	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.351091	0.065591	0.351091	0.437741	0.293077	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_10_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.361463	0.067668	0.361463	0.450198	0.301948	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_1_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.353355	0.062089	0.353355	0.44071	0.294902	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_2_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.360065	0.069303	0.360065	0.449462	0.30033	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_3_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.356241	0.067117	0.356241	0.444144	0.297384	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_4_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.356346	0.068169	0.356346	0.444035	0.29758	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_5_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.356571	0.06708	0.356571	0.444336	0.297758	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_6_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.351442	0.065151	0.351442	0.438974	0.293015	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_7_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.364107	0.071449	0.364107	0.454329	0.303782	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_8_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.360346	0.068446	0.360346	0.44976	0.300588	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_9_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.336112	0.05231	0.336112	0.419158	0.280531	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.330292	0.053553	0.330292	0.411136	0.276017	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.330864	0.048981	0.330864	0.412328	0.276279	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.332622	0.051438	0.332622	0.414784	0.277628	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.333649	0.052493	0.333649	0.41585	0.278582	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.331714	0.055618	0.331714	0.413239	0.277055	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.329187	0.05002	0.329187	0.410322	0.274842	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.332764	0.052329	0.332764	0.415719	0.277408	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.332608	0.050614	0.332608	0.414091	0.277921	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	KERNEL_PCA	GMM_K180	0.330933	0.052311	0.330933	0.412473	0.27631	180	30	bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.464076

0.191249

0.464076

0.483651

0.446025

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_10_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.469894

0.213078

0.469894

0.489387

0.451893

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_1_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.488895

0.229604

0.488895

0.512758

0.467155

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_2_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.491338

0.226751

0.491338

0.512556

0.471806

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_3_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.484517

0.208974

0.484517

0.504708

0.465879

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_4_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.490087

0.209373

0.490087

0.510252

0.471455

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_5_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.495012

0.227811

0.495012

0.517338

0.474533

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_6_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.496457

0.222962

0.496457

0.520714

0.474359

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_7_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.474047

0.203485

0.474047

0.49338

0.456172

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_8_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.497793

0.219777

0.497793

0.519983

0.477419

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_aves_9_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.469484

0.202575

0.469484

0.490622

0.450092

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_10_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.466559

0.203434

0.466559

0.485131

0.449356

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_1_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.457626

0.187003

0.457626

0.478051

0.438875

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_2_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.444169

0.186063

0.444169

0.463301

0.426554

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_3_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.465126

0.195981

0.465126

0.485519

0.446377

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_4_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.42976

0.163456

0.42976

0.447964

0.412978

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_5_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.451646

0.195347

0.451646

0.470605

0.434156

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_6_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.459081

0.194027

0.459081

0.479809

0.440069

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_7_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.447795

0.193505

0.447795

0.468353

0.428966

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_8_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K45

0.441934

0.192115

0.441934

0.461909

0.423615

45

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\bioclip2_vitl14_mammalia_9_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.457106

0.151277

0.457106

0.524837

0.404858

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_10_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.452222

0.140761

0.452222

0.518191

0.401153

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_1_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.473661

0.159814

0.473661

0.543107

0.419961

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_2_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.482254

0.173464

0.482254

0.552523

0.427841

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_3_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.478614

0.174615

0.478614

0.547018

0.425416

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_4_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.476525

0.161446

0.476525

0.544166

0.423842

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_5_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.483384

0.177109

0.483384

0.553784

0.428864

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_6_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.48491

0.162826

0.48491

0.555389

0.430304

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_7_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.467059

0.157772

0.467059

0.533359

0.415419

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_8_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.486575

0.174774

0.486575

0.555135

0.433088

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_aves_9_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.459452

0.148853

0.459452

0.527034

0.407232

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_10_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.455313

0.145049

0.455313

0.521198

0.404217

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_1_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.447121

0.142424

0.447121

0.512402

0.396594

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_2_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.436994

0.132374

0.436994

0.499723

0.388257

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_3_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.458886

0.153392

0.458886

0.525174

0.407456

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_4_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.427422

0.133008

0.427422

0.488221

0.380088

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_5_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.44197

0.140821

0.44197

0.505584

0.392574

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_6_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.445183

0.142354

0.445183

0.510804

0.394503

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_7_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.435735

0.131902

0.435735

0.498163

0.387211

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_8_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

ISOMAP

HIERARCHICAL_K90

0.427441

0.128607

0.427441

0.489719

0.379215

90

30

bioclip2_vitl14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\bioclip2_vitl14_mammalia_9_ISOMAP\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.269578

0.031606

0.269578

0.224687

0.336885

108

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_10_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.288819

0.031124

0.288819

0.242937

0.356069

110

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_1_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.273713

0.029376

0.273713

0.231885

0.333953

119

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_2_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.279729

0.027596

0.279729

0.232424

0.35121

112

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_3_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.273434

0.027277

0.273434

0.229399

0.33839

110

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_4_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.272511

0.027625

0.272511

0.22951

0.335338

127

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_5_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.291314

0.031798

0.291314

0.246661

0.35571

118

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_6_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.272448

0.027751

0.272448

0.23748

0.319492

141

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_7_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.289833

0.031953

0.289833

0.256198

0.333633

143

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_8_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.295286

0.032329

0.295286

0.250369

0.359843

119

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_aves_9_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.22754

0.023884

0.22754

0.181601

0.304589

121

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.196448

0.0175

0.196448

0.154199

0.270585

115

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.228807

0.022896

0.228807

0.189742

0.288129

133

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.203989

0.018604

0.203989

0.158944

0.284662

113

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.212964

0.022646

0.212964

0.168595

0.289026

111

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.168199

0.010753

0.168199

0.131288

0.233982

127

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.219301

0.023621

0.219301

0.177124

0.28784

118

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.214282

0.020751

0.214282

0.172906

0.281691

124

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.205908

0.019822

0.205908

0.161158

0.285062

117

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

DBSCAN

0.215799

0.022837

0.215799

0.172083

0.289292

118

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.30727

0.112248

0.30727

0.271981

0.353083

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_10_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.321172

0.113326

0.321172

0.283366

0.370619

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_1_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.310247

0.111432

0.310247

0.274291

0.357052

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_2_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.325011

0.11763

0.325011

0.28767

0.373493

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_3_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.32649

0.117484

0.32649

0.288918

0.375293

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_4_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.314311

0.11704

0.314311

0.279923

0.358332

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_5_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.320545

0.125767

0.320545

0.285174

0.365933

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_6_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.315816

0.114853

0.315816

0.278801

0.364164

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_7_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.33248

0.120316

0.33248

0.294611

0.38152

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_8_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.330109

0.128149

0.330109

0.292825

0.378273

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_aves_9_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.302573

0.114306

0.302573

0.270188

0.343779

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.295315

0.117359

0.295315

0.263083

0.336549

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.301678

0.114197

0.301678

0.266901

0.346875

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.303668

0.120376

0.303668

0.270548

0.346028

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.307032

0.12161

0.307032

0.272504

0.351579

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.290252

0.113089

0.290252

0.257382

0.332747

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.299858

0.11884

0.299858

0.265774

0.343971

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.298482

0.114742

0.298482

0.264235

0.342928

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.294846

0.118848

0.294846

0.261079

0.338645

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K15

0.299712

0.121015

0.299712

0.266257

0.342781

15

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K15\bioclip2_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.351091

0.065591

0.351091

0.437741

0.293077

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_10_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.361463

0.067668

0.361463

0.450198

0.301948

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_1_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.353355

0.062089

0.353355

0.44071

0.294902

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_2_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.360065

0.069303

0.360065

0.449462

0.30033

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_3_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.356241

0.067117

0.356241

0.444144

0.297384

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_4_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.356346

0.068169

0.356346

0.444035

0.29758

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_5_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.356571

0.06708

0.356571

0.444336

0.297758

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_6_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.351442

0.065151

0.351442

0.438974

0.293015

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_7_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.364107

0.071449

0.364107

0.454329

0.303782

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_8_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.360346

0.068446

0.360346

0.44976

0.300588

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_aves_9_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.336112

0.05231

0.336112

0.419158

0.280531

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.330292

0.053553

0.330292

0.411136

0.276017

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.330864

0.048981

0.330864

0.412328

0.276279

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.332622

0.051438

0.332622

0.414784

0.277628

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.333649

0.052493

0.333649

0.41585

0.278582

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.331714

0.055618

0.331714

0.413239

0.277055

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.329187

0.05002

0.329187

0.410322

0.274842

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.332764

0.052329

0.332764

0.415719

0.277408

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.332608

0.050614

0.332608

0.414091

0.277921

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

KERNEL_PCA

GMM_K180

0.330933

0.052311

0.330933

0.412473

0.27631

180

30

bioclip2_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\bioclip2_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json