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	UMAP	GMM_K45	0.706561	0.499861	0.706561	0.740977	0.6752	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.703642	0.533382	0.703642	0.738454	0.671964	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.702027	0.52599	0.702027	0.736308	0.670795	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.702906	0.516137	0.702906	0.733446	0.674807	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.702783	0.4933	0.702783	0.736036	0.672405	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.700373	0.512339	0.700373	0.734255	0.66948	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.697622	0.504084	0.697622	0.730766	0.667354	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.704121	0.516449	0.704121	0.739938	0.671612	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.69293	0.479139	0.69293	0.724115	0.664319	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.702672	0.483456	0.702672	0.734983	0.673082	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.68909	0.4882	0.68909	0.723317	0.657956	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.689953	0.496774	0.689953	0.723168	0.659655	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.692025	0.484548	0.692025	0.72681	0.660417	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.69011	0.486869	0.69011	0.721142	0.661638	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.699324	0.524189	0.699324	0.734679	0.667217	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.691561	0.485716	0.691561	0.721855	0.663707	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.698515	0.501628	0.698515	0.732373	0.667649	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.68463	0.490403	0.68463	0.718603	0.653725	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.686388	0.477895	0.686388	0.719776	0.655961	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K45	0.695985	0.505289	0.695985	0.730111	0.664907	45	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.729646	0.452542	0.729646	0.837525	0.646388	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.728381	0.440657	0.728381	0.836572	0.64497	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731254	0.459012	0.731254	0.838851	0.648121	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731756	0.467563	0.731756	0.836084	0.650577	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731216	0.441515	0.731216	0.838549	0.648242	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.730622	0.451797	0.730622	0.838522	0.647324	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.7311	0.470864	0.7311	0.837677	0.648581	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731033	0.465925	0.731033	0.835973	0.6495	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.73377	0.472859	0.73377	0.838382	0.652369	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.732205	0.465629	0.732205	0.838948	0.649559	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.726376	0.442954	0.726376	0.832909	0.644005	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.728553	0.451849	0.728553	0.835663	0.64578	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.724987	0.441657	0.724987	0.831602	0.642602	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.73136	0.457905	0.73136	0.837502	0.649096	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.723108	0.423233	0.723108	0.830776	0.640145	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.727779	0.448333	0.727779	0.835655	0.644571	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.730409	0.464552	0.730409	0.835405	0.648859	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.726539	0.443643	0.726539	0.833376	0.643982	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.727772	0.443931	0.727772	0.836444	0.644091	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.728159	0.456413	0.728159	0.834545	0.64583	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731816	0.470169	0.731816	0.838035	0.649494	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.723423	0.435847	0.723423	0.830574	0.640759	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.725552	0.45188	0.725552	0.830934	0.64389	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.726729	0.457366	0.726729	0.832584	0.644755	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.725373	0.445539	0.725373	0.832905	0.642432	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.723928	0.447858	0.723928	0.831039	0.641276	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.72578	0.451907	0.72578	0.830642	0.644426	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.720254	0.428602	0.720254	0.827777	0.637452	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.72026	0.427961	0.72026	0.826969	0.637942	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.719558	0.430106	0.719558	0.827144	0.636739	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.733795	0.441901	0.733795	0.84336	0.649425	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.737556	0.466822	0.737556	0.845109	0.654289	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.737354	0.466457	0.737354	0.84342	0.654985	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.740497	0.479172	0.740497	0.846145	0.658303	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.737646	0.454142	0.737646	0.845191	0.65438	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.738757	0.468685	0.738757	0.844397	0.656611	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.73462	0.437367	0.73462	0.845165	0.649648	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.737158	0.463609	0.737158	0.845416	0.653478	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.732017	0.432443	0.732017	0.842877	0.646929	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.733494	0.445736	0.733494	0.844028	0.648559	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.729189	0.468605	0.729189	0.833634	0.648002	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.72951	0.466569	0.72951	0.834322	0.648093	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.726767	0.466152	0.726767	0.831661	0.645368	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.728787	0.458399	0.728787	0.835985	0.645957	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.725887	0.444125	0.725887	0.831323	0.644185	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.726663	0.452312	0.726663	0.8337	0.643984	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.725022	0.435757	0.725022	0.832918	0.641874	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.726012	0.437397	0.726012	0.834436	0.642524	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.724587	0.448375	0.724587	0.831155	0.642241	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.723028	0.432871	0.723028	0.831099	0.639828	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.727245	0.453904	0.727245	0.83135	0.646311	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.729226	0.450749	0.729226	0.835356	0.647023	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731624	0.477182	0.731624	0.835171	0.650921	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731064	0.449418	0.731064	0.837982	0.648343	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.730615	0.45851	0.730615	0.837631	0.647845	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.724904	0.425242	0.724904	0.834928	0.640501	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.733965	0.465795	0.733965	0.839425	0.652046	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.730061	0.460794	0.730061	0.834993	0.648558	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.725738	0.448428	0.725738	0.831936	0.643584	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.723411	0.428174	0.723411	0.830295	0.640907	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.729458	0.442727	0.729458	0.837017	0.646395	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.730702	0.443342	0.730702	0.840318	0.646384	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.728275	0.435783	0.728275	0.836824	0.644654	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.73036	0.433769	0.73036	0.837404	0.64758	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.7323	0.446746	0.7323	0.840173	0.648975	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.730828	0.4347	0.730828	0.84063	0.646397	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.73177	0.446418	0.73177	0.841923	0.647106	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.732015	0.439016	0.732015	0.840894	0.648099	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.735977	0.470715	0.735977	0.841717	0.653839	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731175	0.451799	0.731175	0.839486	0.647619	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.724156	0.446009	0.724156	0.83052	0.641943	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.723489	0.45052	0.723489	0.829389	0.641571	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.728251	0.465027	0.728251	0.834216	0.646172	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.722153	0.436312	0.722153	0.828543	0.639975	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.724646	0.452651	0.724646	0.830784	0.642556	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.728265	0.46252	0.728265	0.834704	0.645901	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.725517	0.442584	0.725517	0.832849	0.642691	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.722185	0.448306	0.722185	0.827473	0.640667	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.724465	0.439172	0.724465	0.832881	0.641023	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.724715	0.443233	0.724715	0.831642	0.642151	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.706561

0.499861

0.706561

0.740977

0.6752

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.703642

0.533382

0.703642

0.738454

0.671964

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.702027

0.52599

0.702027

0.736308

0.670795

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.702906

0.516137

0.702906

0.733446

0.674807

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.702783

0.4933

0.702783

0.736036

0.672405

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.700373

0.512339

0.700373

0.734255

0.66948

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.697622

0.504084

0.697622

0.730766

0.667354

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.704121

0.516449

0.704121

0.739938

0.671612

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.69293

0.479139

0.69293

0.724115

0.664319

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.702672

0.483456

0.702672

0.734983

0.673082

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_8_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.68909

0.4882

0.68909

0.723317

0.657956

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.689953

0.496774

0.689953

0.723168

0.659655

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.692025

0.484548

0.692025

0.72681

0.660417

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.69011

0.486869

0.69011

0.721142

0.661638

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.699324

0.524189

0.699324

0.734679

0.667217

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.691561

0.485716

0.691561

0.721855

0.663707

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.698515

0.501628

0.698515

0.732373

0.667649

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.68463

0.490403

0.68463

0.718603

0.653725

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.686388

0.477895

0.686388

0.719776

0.655961

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K45

0.695985

0.505289

0.695985

0.730111

0.664907

45

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\bioclip2_vitl14_mammalia_9_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.729646

0.452542

0.729646

0.837525

0.646388

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.728381

0.440657

0.728381

0.836572

0.64497

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731254

0.459012

0.731254

0.838851

0.648121

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731756

0.467563

0.731756

0.836084

0.650577

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731216

0.441515

0.731216

0.838549

0.648242

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.730622

0.451797

0.730622

0.838522

0.647324

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.7311

0.470864

0.7311

0.837677

0.648581

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731033

0.465925

0.731033

0.835973

0.6495

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.73377

0.472859

0.73377

0.838382

0.652369

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.732205

0.465629

0.732205

0.838948

0.649559

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_10_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.726376

0.442954

0.726376

0.832909

0.644005

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.728553

0.451849

0.728553

0.835663

0.64578

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.724987

0.441657

0.724987

0.831602

0.642602

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.73136

0.457905

0.73136

0.837502

0.649096

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.723108

0.423233

0.723108

0.830776

0.640145

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.727779

0.448333

0.727779

0.835655

0.644571

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.730409

0.464552

0.730409

0.835405

0.648859

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.726539

0.443643

0.726539

0.833376

0.643982

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.727772

0.443931

0.727772

0.836444

0.644091

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.728159

0.456413

0.728159

0.834545

0.64583

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_1_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731816

0.470169

0.731816

0.838035

0.649494

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.723423

0.435847

0.723423

0.830574

0.640759

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.725552

0.45188

0.725552

0.830934

0.64389

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.726729

0.457366

0.726729

0.832584

0.644755

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.725373

0.445539

0.725373

0.832905

0.642432

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.723928

0.447858

0.723928

0.831039

0.641276

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.72578

0.451907

0.72578

0.830642

0.644426

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.720254

0.428602

0.720254

0.827777

0.637452

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.72026

0.427961

0.72026

0.826969

0.637942

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.719558

0.430106

0.719558

0.827144

0.636739

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_2_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.733795

0.441901

0.733795

0.84336

0.649425

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.737556

0.466822

0.737556

0.845109

0.654289

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.737354

0.466457

0.737354

0.84342

0.654985

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.740497

0.479172

0.740497

0.846145

0.658303

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.737646

0.454142

0.737646

0.845191

0.65438

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.738757

0.468685

0.738757

0.844397

0.656611

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.73462

0.437367

0.73462

0.845165

0.649648

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.737158

0.463609

0.737158

0.845416

0.653478

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.732017

0.432443

0.732017

0.842877

0.646929

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.733494

0.445736

0.733494

0.844028

0.648559

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_3_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.729189

0.468605

0.729189

0.833634

0.648002

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.72951

0.466569

0.72951

0.834322

0.648093

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.726767

0.466152

0.726767

0.831661

0.645368

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.728787

0.458399

0.728787

0.835985

0.645957

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.725887

0.444125

0.725887

0.831323

0.644185

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.726663

0.452312

0.726663

0.8337

0.643984

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.725022

0.435757

0.725022

0.832918

0.641874

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.726012

0.437397

0.726012

0.834436

0.642524

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.724587

0.448375

0.724587

0.831155

0.642241

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.723028

0.432871

0.723028

0.831099

0.639828

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_4_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.727245

0.453904

0.727245

0.83135

0.646311

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.729226

0.450749

0.729226

0.835356

0.647023

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731624

0.477182

0.731624

0.835171

0.650921

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731064

0.449418

0.731064

0.837982

0.648343

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.730615

0.45851

0.730615

0.837631

0.647845

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.724904

0.425242

0.724904

0.834928

0.640501

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.733965

0.465795

0.733965

0.839425

0.652046

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.730061

0.460794

0.730061

0.834993

0.648558

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.725738

0.448428

0.725738

0.831936

0.643584

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.723411

0.428174

0.723411

0.830295

0.640907

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_5_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.729458

0.442727

0.729458

0.837017

0.646395

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.730702

0.443342

0.730702

0.840318

0.646384

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.728275

0.435783

0.728275

0.836824

0.644654

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.73036

0.433769

0.73036

0.837404

0.64758

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.7323

0.446746

0.7323

0.840173

0.648975

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.730828

0.4347

0.730828

0.84063

0.646397

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.73177

0.446418

0.73177

0.841923

0.647106

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.732015

0.439016

0.732015

0.840894

0.648099

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.735977

0.470715

0.735977

0.841717

0.653839

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731175

0.451799

0.731175

0.839486

0.647619

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_6_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.724156

0.446009

0.724156

0.83052

0.641943

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.723489

0.45052

0.723489

0.829389

0.641571

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.728251

0.465027

0.728251

0.834216

0.646172

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.722153

0.436312

0.722153

0.828543

0.639975

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.724646

0.452651

0.724646

0.830784

0.642556

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.728265

0.46252

0.728265

0.834704

0.645901

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.725517

0.442584

0.725517

0.832849

0.642691

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.722185

0.448306

0.722185

0.827473

0.640667

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.724465

0.439172

0.724465

0.832881

0.641023

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.724715

0.443233

0.724715

0.831642

0.642151

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_7_UMAP_9\analysis_summary.json