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	HIERARCHICAL_K180	0.664751	0.272799	0.664751	0.825517	0.556396	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.663371	0.275354	0.663371	0.823265	0.555485	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.668548	0.272473	0.668548	0.831147	0.559159	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.667481	0.282342	0.667481	0.827662	0.559247	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.667119	0.273426	0.667119	0.827748	0.558701	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.669722	0.275909	0.669722	0.830639	0.561034	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.666642	0.275999	0.666642	0.827717	0.558046	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.66842	0.273569	0.66842	0.830256	0.559383	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.666418	0.278079	0.666418	0.82669	0.5582	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.66342	0.265524	0.66342	0.82471	0.554897	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.658908	0.265362	0.658908	0.818903	0.551213	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.659148	0.262608	0.659148	0.819306	0.551367	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.659206	0.258445	0.659206	0.819627	0.551302	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.659948	0.274766	0.659948	0.818817	0.55271	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.659629	0.262916	0.659629	0.819699	0.551862	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.661737	0.273518	0.661737	0.820398	0.5545	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.65729	0.262701	0.65729	0.818318	0.549216	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.65897	0.269952	0.65897	0.818498	0.551484	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.662373	0.268863	0.662373	0.821808	0.554748	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.6566	0.267248	0.6566	0.81581	0.549385	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.671605	0.287896	0.671605	0.832097	0.563013	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.670166	0.293935	0.670166	0.829637	0.562118	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.671367	0.293647	0.671367	0.831634	0.562891	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.671049	0.287042	0.671049	0.832441	0.562075	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.673274	0.300524	0.673274	0.832481	0.565185	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.669871	0.284516	0.669871	0.831041	0.561061	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.671346	0.282204	0.671346	0.832692	0.562377	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.669348	0.286627	0.669348	0.829603	0.560982	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.670339	0.29225	0.670339	0.829465	0.56244	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.673856	0.282219	0.673856	0.836637	0.564101	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.659636	0.264153	0.659636	0.820497	0.551511	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.657181	0.269532	0.657181	0.81538	0.550393	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.661	0.262355	0.661	0.821437	0.552994	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.667251	0.282018	0.667251	0.82678	0.559327	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.660327	0.271658	0.660327	0.819144	0.553092	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.663703	0.281781	0.663703	0.822702	0.556208	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.66106	0.268367	0.66106	0.821253	0.553161	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.659644	0.270295	0.659644	0.81936	0.552037	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.658449	0.268226	0.658449	0.817493	0.55121	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.659682	0.26113	0.659682	0.820691	0.551488	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.65416	0.25273	0.65416	0.814038	0.546773	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.653086	0.257019	0.653086	0.813841	0.545363	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.655015	0.252395	0.655015	0.816187	0.547	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.658855	0.255594	0.658855	0.819967	0.550659	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.65471	0.256537	0.65471	0.81436	0.547397	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.658477	0.257664	0.658477	0.818742	0.550683	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.657019	0.261436	0.657019	0.817164	0.549357	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.653252	0.251353	0.653252	0.814066	0.545493	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.653193	0.247882	0.653193	0.814452	0.545238	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.65608	0.261439	0.65608	0.816099	0.548527	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.647542	0.250317	0.647542	0.806683	0.540846	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.64552	0.256498	0.64552	0.802582	0.53987	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.648153	0.249217	0.648153	0.80732	0.541411	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.648438	0.248033	0.648438	0.80672	0.542079	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.644569	0.253486	0.644569	0.80059	0.539442	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.648294	0.240557	0.648294	0.807766	0.541407	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.646811	0.245873	0.646811	0.805165	0.540508	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.647142	0.257007	0.647142	0.803602	0.541678	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.650885	0.255108	0.650885	0.809054	0.544446	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.646439	0.247023	0.646439	0.805575	0.539804	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.64622	0.254722	0.64622	0.803621	0.540379	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.637595	0.242595	0.637595	0.794019	0.532659	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.641226	0.25209	0.641226	0.798061	0.53591	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.643575	0.248968	0.643575	0.801803	0.537503	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.64431	0.246015	0.64431	0.80328	0.537866	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.641667	0.253416	0.641667	0.798306	0.536415	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.644694	0.256702	0.644694	0.802242	0.538868	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.646723	0.248882	0.646723	0.805815	0.540092	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.641058	0.25102	0.641058	0.796666	0.536304	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.642003	0.248294	0.642003	0.799039	0.536554	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.648573	0.267879	0.648573	0.803534	0.543717	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.650227	0.255962	0.650227	0.807896	0.544051	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.649195	0.258495	0.649195	0.806049	0.543443	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.65013	0.26066	0.65013	0.807438	0.544122	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.649492	0.256217	0.649492	0.806926	0.543462	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.650964	0.261823	0.650964	0.808627	0.544751	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.652269	0.257675	0.652269	0.810986	0.545508	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.647963	0.260276	0.647963	0.804867	0.542254	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.649287	0.259017	0.649287	0.807487	0.54292	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.649973	0.253543	0.649973	0.808163	0.543573	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.640884	0.245095	0.640884	0.79727	0.535788	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.643383	0.251169	0.643383	0.798927	0.538535	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_4_UMAP_10\analysis_summary.json
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CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.642386	0.251104	0.642386	0.798139	0.537496	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.645337	0.261346	0.645337	0.801569	0.540073	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.642223	0.249808	0.642223	0.798741	0.536996	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.637347	0.247043	0.637347	0.792235	0.533119	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.643004	0.24614	0.643004	0.800068	0.537488	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.644269	0.25213	0.644269	0.801112	0.538784	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.64493	0.24922	0.64493	0.801756	0.539418	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.645433	0.255178	0.645433	0.802034	0.539997	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.644321	0.249324	0.644321	0.800857	0.538974	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.6432	0.256073	0.6432	0.798736	0.538366	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.64467	0.252921	0.64467	0.801814	0.539028	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.644835	0.251577	0.644835	0.802795	0.538816	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.643826	0.250206	0.643826	0.801761	0.537873	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.644886	0.254468	0.644886	0.801612	0.539422	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.646247	0.24873	0.646247	0.803296	0.540563	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.643328	0.252951	0.643328	0.799036	0.538409	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_5_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.641953	0.244609	0.641953	0.799182	0.536419	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_5_UMAP_9\analysis_summary.json

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UMAP

HIERARCHICAL_K180

0.664751

0.272799

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0.556396

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UMAP

HIERARCHICAL_K180

0.663371

0.275354

0.663371

0.823265

0.555485

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UMAP

HIERARCHICAL_K180

0.668548

0.272473

0.668548

0.831147

0.559159

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UMAP

HIERARCHICAL_K180

0.667481

0.282342

0.667481

0.827662

0.559247

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UMAP

HIERARCHICAL_K180

0.667119

0.273426

0.667119

0.827748

0.558701

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UMAP

HIERARCHICAL_K180

0.669722

0.275909

0.669722

0.830639

0.561034

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UMAP

HIERARCHICAL_K180

0.666642

0.275999

0.666642

0.827717

0.558046

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UMAP

HIERARCHICAL_K180

0.66842

0.273569

0.66842

0.830256

0.559383

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UMAP

HIERARCHICAL_K180

0.666418

0.278079

0.666418

0.82669

0.5582

180

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UMAP

HIERARCHICAL_K180

0.66342

0.265524

0.66342

0.82471

0.554897

180

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UMAP

HIERARCHICAL_K180

0.658908

0.265362

0.658908

0.818903

0.551213

180

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UMAP

HIERARCHICAL_K180

0.659148

0.262608

0.659148

0.819306

0.551367

180

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UMAP

HIERARCHICAL_K180

0.659206

0.258445

0.659206

0.819627

0.551302

180

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UMAP

HIERARCHICAL_K180

0.659948

0.274766

0.659948

0.818817

0.55271

180

30

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UMAP

HIERARCHICAL_K180

0.659629

0.262916

0.659629

0.819699

0.551862

180

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UMAP

HIERARCHICAL_K180

0.661737

0.273518

0.661737

0.820398

0.5545

180

30

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UMAP

HIERARCHICAL_K180

0.65729

0.262701

0.65729

0.818318

0.549216

180

30

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UMAP

HIERARCHICAL_K180

0.65897

0.269952

0.65897

0.818498

0.551484

180

30

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UMAP

HIERARCHICAL_K180

0.662373

0.268863

0.662373

0.821808

0.554748

180

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UMAP

HIERARCHICAL_K180

0.6566

0.267248

0.6566

0.81581

0.549385

180

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UMAP

HIERARCHICAL_K180

0.671605

0.287896

0.671605

0.832097

0.563013

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UMAP

HIERARCHICAL_K180

0.670166

0.293935

0.670166

0.829637

0.562118

180

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UMAP

HIERARCHICAL_K180

0.671367

0.293647

0.671367

0.831634

0.562891

180

30

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UMAP

HIERARCHICAL_K180

0.671049

0.287042

0.671049

0.832441

0.562075

180

30

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UMAP

HIERARCHICAL_K180

0.673274

0.300524

0.673274

0.832481

0.565185

180

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UMAP

HIERARCHICAL_K180

0.669871

0.284516

0.669871

0.831041

0.561061

180

30

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UMAP

HIERARCHICAL_K180

0.671346

0.282204

0.671346

0.832692

0.562377

180

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UMAP

HIERARCHICAL_K180

0.669348

0.286627

0.669348

0.829603

0.560982

180

30

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UMAP

HIERARCHICAL_K180

0.670339

0.29225

0.670339

0.829465

0.56244

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30

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UMAP

HIERARCHICAL_K180

0.673856

0.282219

0.673856

0.836637

0.564101

180

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UMAP

HIERARCHICAL_K180

0.659636

0.264153

0.659636

0.820497

0.551511

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UMAP

HIERARCHICAL_K180

0.657181

0.269532

0.657181

0.81538

0.550393

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UMAP

HIERARCHICAL_K180

0.661

0.262355

0.661

0.821437

0.552994

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UMAP

HIERARCHICAL_K180

0.667251

0.282018

0.667251

0.82678

0.559327

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UMAP

HIERARCHICAL_K180

0.660327

0.271658

0.660327

0.819144

0.553092

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UMAP

HIERARCHICAL_K180

0.663703

0.281781

0.663703

0.822702

0.556208

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UMAP

HIERARCHICAL_K180

0.66106

0.268367

0.66106

0.821253

0.553161

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UMAP

HIERARCHICAL_K180

0.659644

0.270295

0.659644

0.81936

0.552037

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UMAP

HIERARCHICAL_K180

0.658449

0.268226

0.658449

0.817493

0.55121

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UMAP

HIERARCHICAL_K180

0.659682

0.26113

0.659682

0.820691

0.551488

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HIERARCHICAL_K180

0.65416

0.25273

0.65416

0.814038

0.546773

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UMAP

HIERARCHICAL_K180

0.653086

0.257019

0.653086

0.813841

0.545363

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UMAP

HIERARCHICAL_K180

0.655015

0.252395

0.655015

0.816187

0.547

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UMAP

HIERARCHICAL_K180

0.658855

0.255594

0.658855

0.819967

0.550659

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HIERARCHICAL_K180

0.65471

0.256537

0.65471

0.81436

0.547397

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HIERARCHICAL_K180

0.658477

0.257664

0.658477

0.818742

0.550683

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HIERARCHICAL_K180

0.657019

0.261436

0.657019

0.817164

0.549357

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UMAP

HIERARCHICAL_K180

0.653252

0.251353

0.653252

0.814066

0.545493

180

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UMAP

HIERARCHICAL_K180

0.653193

0.247882

0.653193

0.814452

0.545238

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.65608

0.261439

0.65608

0.816099

0.548527

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.647542

0.250317

0.647542

0.806683

0.540846

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.64552

0.256498

0.64552

0.802582

0.53987

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.648153

0.249217

0.648153

0.80732

0.541411

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.648438

0.248033

0.648438

0.80672

0.542079

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.644569

0.253486

0.644569

0.80059

0.539442

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.648294

0.240557

0.648294

0.807766

0.541407

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.646811

0.245873

0.646811

0.805165

0.540508

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.647142

0.257007

0.647142

0.803602

0.541678

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.650885

0.255108

0.650885

0.809054

0.544446

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_mammalia_1_UMAP_8\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.646439

0.247023

0.646439

0.805575

0.539804

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.64622

0.254722

0.64622

0.803621

0.540379

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.637595

0.242595

0.637595

0.794019

0.532659

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.641226

0.25209

0.641226

0.798061

0.53591

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.643575

0.248968

0.643575

0.801803

0.537503

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.64431

0.246015

0.64431

0.80328

0.537866

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.641667

0.253416

0.641667

0.798306

0.536415

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.644694

0.256702

0.644694

0.802242

0.538868

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.646723

0.248882

0.646723

0.805815

0.540092

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.641058

0.25102

0.641058

0.796666

0.536304

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.642003

0.248294

0.642003

0.799039

0.536554

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.648573

0.267879

0.648573

0.803534

0.543717

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.650227

0.255962

0.650227

0.807896

0.544051

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.649195

0.258495

0.649195

0.806049

0.543443

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.65013

0.26066

0.65013

0.807438

0.544122

180

30

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UMAP

HIERARCHICAL_K180

0.649492

0.256217

0.649492

0.806926

0.543462

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.650964

0.261823

0.650964

0.808627

0.544751

180

30

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UMAP

HIERARCHICAL_K180

0.652269

0.257675

0.652269

0.810986

0.545508

180

30

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UMAP

HIERARCHICAL_K180

0.647963

0.260276

0.647963

0.804867

0.542254

180

30

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.649287

0.259017

0.649287

0.807487

0.54292

180

30

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UMAP

HIERARCHICAL_K180

0.649973

0.253543

0.649973

0.808163

0.543573

180

30

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UMAP

HIERARCHICAL_K180

0.640884

0.245095

0.640884

0.79727

0.535788

180

30

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UMAP

HIERARCHICAL_K180

0.643383

0.251169

0.643383

0.798927

0.538535

180

30

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UMAP

HIERARCHICAL_K180

0.643986

0.246433

0.643986

0.799491

0.539123

180

30

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UMAP

HIERARCHICAL_K180

0.642386

0.251104

0.642386

0.798139

0.537496

180

30

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UMAP

HIERARCHICAL_K180

0.645337

0.261346

0.645337

0.801569

0.540073

180

30

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UMAP

HIERARCHICAL_K180

0.642223

0.249808

0.642223

0.798741

0.536996

180

30

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UMAP

HIERARCHICAL_K180

0.637347

0.247043

0.637347

0.792235

0.533119

180

30

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UMAP

HIERARCHICAL_K180

0.643004

0.24614

0.643004

0.800068

0.537488

180

30

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UMAP

HIERARCHICAL_K180

0.644269

0.25213

0.644269

0.801112

0.538784

180

30

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UMAP

HIERARCHICAL_K180

0.64493

0.24922

0.64493

0.801756

0.539418

180

30

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UMAP

HIERARCHICAL_K180

0.645433

0.255178

0.645433

0.802034

0.539997

180

30

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UMAP

HIERARCHICAL_K180

0.644321

0.249324

0.644321

0.800857

0.538974

180

30

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UMAP

HIERARCHICAL_K180

0.6432

0.256073

0.6432

0.798736

0.538366

180

30

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UMAP

HIERARCHICAL_K180

0.64467

0.252921

0.64467

0.801814

0.539028

180

30

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UMAP

HIERARCHICAL_K180

0.644835

0.251577

0.644835

0.802795

0.538816

180

30

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UMAP

HIERARCHICAL_K180

0.643826

0.250206

0.643826

0.801761

0.537873

180

30

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UMAP

HIERARCHICAL_K180

0.644886

0.254468

0.644886

0.801612

0.539422

180

30

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UMAP

HIERARCHICAL_K180

0.646247

0.24873

0.646247

0.803296

0.540563

180

30

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UMAP

HIERARCHICAL_K180

0.643328

0.252951

0.643328

0.799036

0.538409

180

30

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UMAP

HIERARCHICAL_K180

0.641953

0.244609

0.641953

0.799182

0.536419

180

30

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