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
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.662941	0.259486	0.662941	0.824182	0.554466	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.662238	0.262149	0.662238	0.823261	0.5539	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.667949	0.264331	0.667949	0.831203	0.558295	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.665406	0.274649	0.665406	0.827388	0.556465	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.663261	0.264742	0.663261	0.824752	0.554656	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.669082	0.264877	0.669082	0.831819	0.559602	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.666436	0.267011	0.666436	0.829274	0.557052	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.663256	0.251724	0.663256	0.827207	0.553544	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.662929	0.278202	0.662929	0.822206	0.555347	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.663202	0.262458	0.663202	0.824619	0.554634	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.65675	0.266002	0.65675	0.815265	0.549843	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.661258	0.277951	0.661258	0.818862	0.554529	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.66238	0.27703	0.66238	0.821788	0.554768	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.653554	0.25743	0.653554	0.813023	0.546385	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.656666	0.260595	0.656666	0.815911	0.549431	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.658902	0.265755	0.658902	0.81842	0.551425	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.656409	0.259638	0.656409	0.815834	0.549107	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.657455	0.258854	0.657455	0.818328	0.549441	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.660593	0.271937	0.660593	0.819068	0.5535	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.657392	0.26885	0.657392	0.816578	0.550145	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.672547	0.296762	0.672547	0.830484	0.565083	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.665284	0.272672	0.665284	0.82635	0.556764	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.666304	0.267538	0.666304	0.828167	0.557368	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.669427	0.278663	0.669427	0.830315	0.560768	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.668273	0.276768	0.668273	0.828574	0.559942	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.666594	0.271898	0.666594	0.828748	0.55751	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.670852	0.282226	0.670852	0.832196	0.56191	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.664059	0.265481	0.664059	0.824712	0.555792	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.666539	0.261026	0.666539	0.828914	0.557359	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.672512	0.277933	0.672512	0.835593	0.562693	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.659504	0.26458	0.659504	0.819731	0.551673	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.653628	0.254181	0.653628	0.812275	0.546826	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.66375	0.27892	0.66375	0.821217	0.556956	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.658045	0.256022	0.658045	0.819303	0.549826	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.659057	0.269463	0.659057	0.817215	0.552189	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.660099	0.270664	0.660099	0.818434	0.553096	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.661929	0.269637	0.661929	0.822261	0.55392	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.660413	0.276025	0.660413	0.818759	0.553389	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.656869	0.264298	0.656869	0.814411	0.550398	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.658848	0.260445	0.658848	0.818945	0.551111	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.651981	0.256572	0.651981	0.810342	0.545396	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.648804	0.254876	0.648804	0.805759	0.543027	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.656911	0.267288	0.656911	0.816332	0.549583	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.655097	0.249563	0.655097	0.81543	0.547455	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.650451	0.247762	0.650451	0.810153	0.543344	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.659168	0.268226	0.659168	0.818686	0.551677	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.651113	0.255616	0.651113	0.80979	0.544433	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.652468	0.249869	0.652468	0.811989	0.545333	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.649688	0.256057	0.649688	0.808263	0.543129	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.651764	0.252236	0.651764	0.811687	0.544486	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.649144	0.257458	0.649144	0.806184	0.54331	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.643845	0.247555	0.643845	0.800092	0.538654	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.648243	0.258853	0.648243	0.803515	0.543263	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.646647	0.250804	0.646647	0.80213	0.541654	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.645437	0.250867	0.645437	0.801743	0.540134	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.647718	0.249221	0.647718	0.80481	0.541937	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.646744	0.24764	0.646744	0.8041	0.540895	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.642954	0.245321	0.642954	0.800511	0.537218	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.651487	0.269611	0.651487	0.807981	0.545778	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.645793	0.249224	0.645793	0.802096	0.540473	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.64087	0.250168	0.64087	0.797834	0.535514	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.637788	0.249727	0.637788	0.793018	0.53338	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.639921	0.245083	0.639921	0.796759	0.534674	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.642963	0.247541	0.642963	0.800546	0.537216	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.641543	0.245545	0.641543	0.799689	0.535619	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.640938	0.248724	0.640938	0.796108	0.53639	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.639681	0.248563	0.639681	0.796018	0.534672	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.644433	0.243925	0.644433	0.803429	0.537971	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.642241	0.248954	0.642241	0.798909	0.536945	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.641605	0.247309	0.641605	0.798057	0.536441	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.649499	0.258113	0.649499	0.805877	0.543948	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.646761	0.250013	0.646761	0.805416	0.540325	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.644028	0.252096	0.644028	0.800659	0.538653	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.644537	0.240799	0.644537	0.801972	0.53877	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.648809	0.264142	0.648809	0.805023	0.543369	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.646615	0.251387	0.646615	0.803106	0.541165	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.650665	0.261713	0.650665	0.808302	0.544479	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.64598	0.254947	0.64598	0.802907	0.540366	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.648947	0.253133	0.648947	0.807874	0.542271	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.647322	0.253419	0.647322	0.80386	0.541813	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.63974	0.243989	0.63974	0.795247	0.535104	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.643893	0.257977	0.643893	0.799838	0.538837	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.639693	0.237954	0.639693	0.797304	0.534109	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.640548	0.248956	0.640548	0.796372	0.535724	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.640467	0.244751	0.640467	0.79634	0.535626	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.642904	0.254074	0.642904	0.800275	0.537255	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.636352	0.241204	0.636352	0.791747	0.531947	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.641436	0.249568	0.641436	0.797501	0.536456	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.641343	0.247139	0.641343	0.798324	0.535954	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.641666	0.248684	0.641666	0.799024	0.536089	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.642557	0.253415	0.642557	0.798894	0.537394	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.643429	0.249603	0.643429	0.798824	0.538646	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.642217	0.255282	0.642217	0.798564	0.537067	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.646866	0.262029	0.646866	0.802431	0.541823	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.641921	0.244545	0.641921	0.798883	0.536509	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.644197	0.253211	0.644197	0.801639	0.538447	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.64232	0.247777	0.64232	0.798716	0.537143	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.643875	0.249955	0.643875	0.800161	0.538664	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.643181	0.25079	0.643181	0.79851	0.538442	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_mammalia_5_UMAP_8\analysis_summary.json
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GMM_K180

0.662941

0.259486

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GMM_K180

0.662238

0.262149

0.662238

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0.5539

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GMM_K180

0.667949

0.264331

0.667949

0.831203

0.558295

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UMAP

GMM_K180

0.665406

0.274649

0.665406

0.827388

0.556465

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GMM_K180

0.663261

0.264742

0.663261

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0.554656

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UMAP

GMM_K180

0.669082

0.264877

0.669082

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0.559602

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UMAP

GMM_K180

0.666436

0.267011

0.666436

0.829274

0.557052

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UMAP

GMM_K180

0.663256

0.251724

0.663256

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0.553544

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GMM_K180

0.662929

0.278202

0.662929

0.822206

0.555347

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UMAP

GMM_K180

0.663202

0.262458

0.663202

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0.554634

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UMAP

GMM_K180

0.65675

0.266002

0.65675

0.815265

0.549843

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UMAP

GMM_K180

0.661258

0.277951

0.661258

0.818862

0.554529

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UMAP

GMM_K180

0.66238

0.27703

0.66238

0.821788

0.554768

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UMAP

GMM_K180

0.653554

0.25743

0.653554

0.813023

0.546385

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UMAP

GMM_K180

0.656666

0.260595

0.656666

0.815911

0.549431

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UMAP

GMM_K180

0.658902

0.265755

0.658902

0.81842

0.551425

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UMAP

GMM_K180

0.656409

0.259638

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0.549107

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UMAP

GMM_K180

0.657455

0.258854

0.657455

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0.549441

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UMAP

GMM_K180

0.660593

0.271937

0.660593

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0.5535

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UMAP

GMM_K180

0.657392

0.26885

0.657392

0.816578

0.550145

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UMAP

GMM_K180

0.672547

0.296762

0.672547

0.830484

0.565083

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GMM_K180

0.665284

0.272672

0.665284

0.82635

0.556764

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GMM_K180

0.666304

0.267538

0.666304

0.828167

0.557368

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UMAP

GMM_K180

0.669427

0.278663

0.669427

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0.560768

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UMAP

GMM_K180

0.668273

0.276768

0.668273

0.828574

0.559942

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UMAP

GMM_K180

0.666594

0.271898

0.666594

0.828748

0.55751

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UMAP

GMM_K180

0.670852

0.282226

0.670852

0.832196

0.56191

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UMAP

GMM_K180

0.664059

0.265481

0.664059

0.824712

0.555792

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GMM_K180

0.666539

0.261026

0.666539

0.828914

0.557359

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GMM_K180

0.672512

0.277933

0.672512

0.835593

0.562693

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GMM_K180

0.659504

0.26458

0.659504

0.819731

0.551673

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GMM_K180

0.653628

0.254181

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0.812275

0.546826

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GMM_K180

0.66375

0.27892

0.66375

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0.556956

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GMM_K180

0.658045

0.256022

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0.549826

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GMM_K180

0.659057

0.269463

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0.552189

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GMM_K180

0.660099

0.270664

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0.553096

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GMM_K180

0.661929

0.269637

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0.822261

0.55392

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GMM_K180

0.660413

0.276025

0.660413

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0.553389

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GMM_K180

0.656869

0.264298

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0.814411

0.550398

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GMM_K180

0.658848

0.260445

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0.818945

0.551111

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GMM_K180

0.651981

0.256572

0.651981

0.810342

0.545396

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GMM_K180

0.648804

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0.543027

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GMM_K180

0.656911

0.267288

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0.549583

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GMM_K180

0.655097

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0.547455

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GMM_K180

0.650451

0.247762

0.650451

0.810153

0.543344

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GMM_K180

0.659168

0.268226

0.659168

0.818686

0.551677

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GMM_K180

0.651113

0.255616

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0.80979

0.544433

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GMM_K180

0.652468

0.249869

0.652468

0.811989

0.545333

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0.649688

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0.808263

0.543129

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0.651764

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0.651764

0.811687

0.544486

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GMM_K180

0.649144

0.257458

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0.806184

0.54331

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GMM_K180

0.643845

0.247555

0.643845

0.800092

0.538654

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GMM_K180

0.648243

0.258853

0.648243

0.803515

0.543263

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GMM_K180

0.646647

0.250804

0.646647

0.80213

0.541654

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GMM_K180

0.645437

0.250867

0.645437

0.801743

0.540134

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GMM_K180

0.647718

0.249221

0.647718

0.80481

0.541937

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GMM_K180

0.646744

0.24764

0.646744

0.8041

0.540895

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GMM_K180

0.642954

0.245321

0.642954

0.800511

0.537218

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GMM_K180

0.651487

0.269611

0.651487

0.807981

0.545778

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GMM_K180

0.645793

0.249224

0.645793

0.802096

0.540473

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GMM_K180

0.64087

0.250168

0.64087

0.797834

0.535514

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GMM_K180

0.637788

0.249727

0.637788

0.793018

0.53338

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GMM_K180

0.639921

0.245083

0.639921

0.796759

0.534674

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GMM_K180

0.642963

0.247541

0.642963

0.800546

0.537216

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GMM_K180

0.641543

0.245545

0.641543

0.799689

0.535619

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GMM_K180

0.640938

0.248724

0.640938

0.796108

0.53639

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GMM_K180

0.639681

0.248563

0.639681

0.796018

0.534672

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UMAP

GMM_K180

0.644433

0.243925

0.644433

0.803429

0.537971

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UMAP

GMM_K180

0.642241

0.248954

0.642241

0.798909

0.536945

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UMAP

GMM_K180

0.641605

0.247309

0.641605

0.798057

0.536441

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GMM_K180

0.649499

0.258113

0.649499

0.805877

0.543948

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GMM_K180

0.646761

0.250013

0.646761

0.805416

0.540325

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GMM_K180

0.644028

0.252096

0.644028

0.800659

0.538653

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GMM_K180

0.644537

0.240799

0.644537

0.801972

0.53877

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GMM_K180

0.648809

0.264142

0.648809

0.805023

0.543369

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GMM_K180

0.646615

0.251387

0.646615

0.803106

0.541165

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GMM_K180

0.650665

0.261713

0.650665

0.808302

0.544479

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GMM_K180

0.64598

0.254947

0.64598

0.802907

0.540366

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GMM_K180

0.648947

0.253133

0.648947

0.807874

0.542271

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UMAP

GMM_K180

0.647322

0.253419

0.647322

0.80386

0.541813

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GMM_K180

0.63974

0.243989

0.63974

0.795247

0.535104

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GMM_K180

0.643893

0.257977

0.643893

0.799838

0.538837

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GMM_K180

0.639693

0.237954

0.639693

0.797304

0.534109

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GMM_K180

0.640548

0.248956

0.640548

0.796372

0.535724

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GMM_K180

0.640467

0.244751

0.640467

0.79634

0.535626

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GMM_K180

0.642904

0.254074

0.642904

0.800275

0.537255

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GMM_K180

0.636352

0.241204

0.636352

0.791747

0.531947

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GMM_K180

0.641436

0.249568

0.641436

0.797501

0.536456

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GMM_K180

0.641343

0.247139

0.641343

0.798324

0.535954

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GMM_K180

0.641666

0.248684

0.641666

0.799024

0.536089

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GMM_K180

0.642557

0.253415

0.642557

0.798894

0.537394

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GMM_K180

0.643429

0.249603

0.643429

0.798824

0.538646

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GMM_K180

0.642217

0.255282

0.642217

0.798564

0.537067

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GMM_K180

0.646866

0.262029

0.646866

0.802431

0.541823

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GMM_K180

0.641921

0.244545

0.641921

0.798883

0.536509

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GMM_K180

0.644197

0.253211

0.644197

0.801639

0.538447

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GMM_K180

0.64232

0.247777

0.64232

0.798716

0.537143

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GMM_K180

0.643875

0.249955

0.643875

0.800161

0.538664

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GMM_K180

0.643181

0.25079

0.643181

0.79851

0.538442

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GMM_K180

0.642076

0.247871

0.642076

0.79838

0.536954

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