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_K90	0.735501	0.474963	0.735501	0.839476	0.654444	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.73328	0.453719	0.73328	0.840896	0.650084	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.734274	0.461619	0.734274	0.836847	0.6541	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.732903	0.468003	0.732903	0.839146	0.650539	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.72862	0.441657	0.72862	0.834789	0.646409	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731999	0.459794	0.731999	0.838858	0.649289	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.734004	0.474304	0.734004	0.839579	0.652015	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.732232	0.449297	0.732232	0.839772	0.649108	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731709	0.458502	0.731709	0.838444	0.649081	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.738606	0.491197	0.738606	0.842371	0.657601	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731856	0.450212	0.731856	0.839629	0.648603	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731815	0.453908	0.731815	0.838779	0.649046	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.733448	0.46686	0.733448	0.840413	0.650637	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.733779	0.477224	0.733779	0.838322	0.652419	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.735384	0.470916	0.735384	0.841276	0.65317	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.73468	0.483015	0.73468	0.83873	0.653596	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.73104	0.462242	0.73104	0.836912	0.648947	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.730103	0.440951	0.730103	0.838531	0.646505	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.731	0.450591	0.731	0.836495	0.649134	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.730815	0.463863	0.730815	0.837493	0.648243	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.686831	0.394906	0.686831	0.787771	0.60882	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.686647	0.397587	0.686647	0.786948	0.609023	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.68559	0.392377	0.68559	0.788015	0.606728	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.685334	0.384747	0.685334	0.786568	0.607188	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.687571	0.37757	0.687571	0.789902	0.608712	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.68547	0.38761	0.68547	0.786496	0.607443	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.692831	0.402893	0.692831	0.795419	0.613683	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.688064	0.384773	0.688064	0.788156	0.61053	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.686496	0.377976	0.686496	0.788635	0.607781	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.692644	0.406356	0.692644	0.792829	0.614938	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.678573	0.375388	0.678573	0.781196	0.599782	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.677193	0.361364	0.677193	0.77948	0.598637	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.676997	0.370835	0.676997	0.779628	0.598243	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.679967	0.378748	0.679967	0.779813	0.602788	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.682907	0.387159	0.682907	0.783281	0.605337	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.675563	0.373253	0.675563	0.775638	0.59836	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.678727	0.374541	0.678727	0.779402	0.601085	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.678576	0.386846	0.678576	0.778368	0.601465	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.681106	0.38184	0.681106	0.781519	0.603558	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.682883	0.407281	0.682883	0.781866	0.606145	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.669141	0.387127	0.669141	0.767044	0.593401	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.677551	0.400882	0.677551	0.775365	0.601651	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.678077	0.404617	0.678077	0.777198	0.601379	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.670524	0.35593	0.670524	0.770772	0.593352	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.671089	0.385316	0.671089	0.771389	0.593871	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.677265	0.391172	0.677265	0.777276	0.600057	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.672249	0.369353	0.672249	0.774426	0.593892	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.671736	0.378035	0.671736	0.772948	0.593962	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.672177	0.394625	0.672177	0.771081	0.59576	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.673924	0.375644	0.673924	0.774627	0.596391	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.680717	0.382724	0.680717	0.783567	0.601733	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.68189	0.388169	0.68189	0.782186	0.604391	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.679979	0.380874	0.679979	0.7822	0.601387	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.686272	0.403218	0.686272	0.786438	0.608738	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.68252	0.399193	0.68252	0.783617	0.604527	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.681018	0.390441	0.681018	0.781903	0.603192	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.679018	0.376024	0.679018	0.780098	0.601127	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.677269	0.373094	0.677269	0.777981	0.599644	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.685574	0.39952	0.685574	0.786846	0.607398	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.683273	0.387733	0.683273	0.785149	0.604798	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.681926	0.397933	0.681926	0.783569	0.603625	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.681377	0.396607	0.681377	0.780672	0.60449	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.680939	0.402425	0.680939	0.781062	0.603568	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.683679	0.410353	0.683679	0.783225	0.606583	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.683369	0.388619	0.683369	0.783853	0.60572	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.678717	0.372652	0.678717	0.779135	0.601228	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.686169	0.398362	0.686169	0.787717	0.607814	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.681533	0.406462	0.681533	0.779356	0.605528	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.679286	0.393074	0.679286	0.779754	0.601753	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.680873	0.389567	0.680873	0.781268	0.603342	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.676317	0.387053	0.676317	0.774534	0.600207	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.672996	0.393412	0.672996	0.771435	0.596837	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.676741	0.37964	0.676741	0.777451	0.599131	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.681176	0.400888	0.681176	0.781118	0.603907	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.669737	0.373538	0.669737	0.768924	0.593216	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.673762	0.378128	0.673762	0.773315	0.596917	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.674193	0.381355	0.674193	0.774926	0.596636	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.675899	0.378905	0.675899	0.776448	0.598406	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.672773	0.36952	0.672773	0.773142	0.59547	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.678902	0.399395	0.678902	0.779302	0.601419	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.673755	0.390199	0.673755	0.774335	0.5963	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.674679	0.382904	0.674679	0.775537	0.597036	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.673585	0.379463	0.673585	0.774094	0.596177	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.669664	0.368967	0.669664	0.769749	0.59261	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.67729	0.377387	0.67729	0.778939	0.599109	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.674585	0.39954	0.674585	0.773349	0.598191	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.675221	0.38881	0.675221	0.775641	0.597823	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.668339	0.387477	0.668339	0.768514	0.591268	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.676434	0.385591	0.676434	0.776377	0.599288	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.672214	0.381687	0.672214	0.774419	0.593841	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.672951	0.390978	0.672951	0.772147	0.59634	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.675132	0.377203	0.675132	0.775581	0.597718	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.677246	0.397186	0.677246	0.775858	0.600875	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.67545	0.370625	0.67545	0.776064	0.597931	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.674833	0.389434	0.674833	0.774709	0.597768	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.672274	0.367814	0.672274	0.773523	0.594462	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.671216	0.371703	0.671216	0.771986	0.593715	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.677285	0.385172	0.677285	0.776582	0.600502	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.675375	0.38633	0.675375	0.774478	0.598757	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K90	0.678796	0.375522	0.678796	0.779884	0.600907	90	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.735501

0.474963

0.735501

0.839476

0.654444

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.73328

0.453719

0.73328

0.840896

0.650084

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.734274

0.461619

0.734274

0.836847

0.6541

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.732903

0.468003

0.732903

0.839146

0.650539

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.72862

0.441657

0.72862

0.834789

0.646409

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731999

0.459794

0.731999

0.838858

0.649289

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.734004

0.474304

0.734004

0.839579

0.652015

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.732232

0.449297

0.732232

0.839772

0.649108

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731709

0.458502

0.731709

0.838444

0.649081

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.738606

0.491197

0.738606

0.842371

0.657601

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_8_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731856

0.450212

0.731856

0.839629

0.648603

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731815

0.453908

0.731815

0.838779

0.649046

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.733448

0.46686

0.733448

0.840413

0.650637

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.733779

0.477224

0.733779

0.838322

0.652419

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.735384

0.470916

0.735384

0.841276

0.65317

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.73468

0.483015

0.73468

0.83873

0.653596

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.73104

0.462242

0.73104

0.836912

0.648947

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.730103

0.440951

0.730103

0.838531

0.646505

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.731

0.450591

0.731

0.836495

0.649134

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.730815

0.463863

0.730815

0.837493

0.648243

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_aves_9_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.686831

0.394906

0.686831

0.787771

0.60882

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.686647

0.397587

0.686647

0.786948

0.609023

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.68559

0.392377

0.68559

0.788015

0.606728

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.685334

0.384747

0.685334

0.786568

0.607188

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.687571

0.37757

0.687571

0.789902

0.608712

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.68547

0.38761

0.68547

0.786496

0.607443

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.692831

0.402893

0.692831

0.795419

0.613683

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.688064

0.384773

0.688064

0.788156

0.61053

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.686496

0.377976

0.686496

0.788635

0.607781

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.692644

0.406356

0.692644

0.792829

0.614938

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_10_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.678573

0.375388

0.678573

0.781196

0.599782

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.677193

0.361364

0.677193

0.77948

0.598637

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.676997

0.370835

0.676997

0.779628

0.598243

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.679967

0.378748

0.679967

0.779813

0.602788

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.682907

0.387159

0.682907

0.783281

0.605337

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.675563

0.373253

0.675563

0.775638

0.59836

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.678727

0.374541

0.678727

0.779402

0.601085

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.678576

0.386846

0.678576

0.778368

0.601465

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.681106

0.38184

0.681106

0.781519

0.603558

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.682883

0.407281

0.682883

0.781866

0.606145

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_1_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.669141

0.387127

0.669141

0.767044

0.593401

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.677551

0.400882

0.677551

0.775365

0.601651

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.678077

0.404617

0.678077

0.777198

0.601379

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.670524

0.35593

0.670524

0.770772

0.593352

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.671089

0.385316

0.671089

0.771389

0.593871

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.677265

0.391172

0.677265

0.777276

0.600057

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.672249

0.369353

0.672249

0.774426

0.593892

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.671736

0.378035

0.671736

0.772948

0.593962

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.672177

0.394625

0.672177

0.771081

0.59576

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.673924

0.375644

0.673924

0.774627

0.596391

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_2_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.680717

0.382724

0.680717

0.783567

0.601733

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.68189

0.388169

0.68189

0.782186

0.604391

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.679979

0.380874

0.679979

0.7822

0.601387

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.686272

0.403218

0.686272

0.786438

0.608738

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.68252

0.399193

0.68252

0.783617

0.604527

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.681018

0.390441

0.681018

0.781903

0.603192

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.679018

0.376024

0.679018

0.780098

0.601127

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.677269

0.373094

0.677269

0.777981

0.599644

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.685574

0.39952

0.685574

0.786846

0.607398

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.683273

0.387733

0.683273

0.785149

0.604798

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_3_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.681926

0.397933

0.681926

0.783569

0.603625

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.681377

0.396607

0.681377

0.780672

0.60449

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.680939

0.402425

0.680939

0.781062

0.603568

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.683679

0.410353

0.683679

0.783225

0.606583

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.683369

0.388619

0.683369

0.783853

0.60572

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.678717

0.372652

0.678717

0.779135

0.601228

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.686169

0.398362

0.686169

0.787717

0.607814

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.681533

0.406462

0.681533

0.779356

0.605528

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.679286

0.393074

0.679286

0.779754

0.601753

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.680873

0.389567

0.680873

0.781268

0.603342

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_4_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.676317

0.387053

0.676317

0.774534

0.600207

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.672996

0.393412

0.672996

0.771435

0.596837

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.676741

0.37964

0.676741

0.777451

0.599131

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.681176

0.400888

0.681176

0.781118

0.603907

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.669737

0.373538

0.669737

0.768924

0.593216

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.673762

0.378128

0.673762

0.773315

0.596917

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.674193

0.381355

0.674193

0.774926

0.596636

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.675899

0.378905

0.675899

0.776448

0.598406

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.672773

0.36952

0.672773

0.773142

0.59547

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.678902

0.399395

0.678902

0.779302

0.601419

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_5_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.673755

0.390199

0.673755

0.774335

0.5963

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.674679

0.382904

0.674679

0.775537

0.597036

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.673585

0.379463

0.673585

0.774094

0.596177

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.669664

0.368967

0.669664

0.769749

0.59261

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.67729

0.377387

0.67729

0.778939

0.599109

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.674585

0.39954

0.674585

0.773349

0.598191

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.675221

0.38881

0.675221

0.775641

0.597823

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.668339

0.387477

0.668339

0.768514

0.591268

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.676434

0.385591

0.676434

0.776377

0.599288

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.672214

0.381687

0.672214

0.774419

0.593841

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_6_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.672951

0.390978

0.672951

0.772147

0.59634

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.675132

0.377203

0.675132

0.775581

0.597718

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.677246

0.397186

0.677246

0.775858

0.600875

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.67545

0.370625

0.67545

0.776064

0.597931

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.674833

0.389434

0.674833

0.774709

0.597768

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.672274

0.367814

0.672274

0.773523

0.594462

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.671216

0.371703

0.671216

0.771986

0.593715

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.677285

0.385172

0.677285

0.776582

0.600502

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.675375

0.38633

0.675375

0.774478

0.598757

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K90

0.678796

0.375522

0.678796

0.779884

0.600907

90

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\bioclip2_vitl14_mammalia_7_UMAP_9\analysis_summary.json