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_K15	0.599219	0.297655	0.599219	0.523911	0.699809	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.600986	0.331011	0.600986	0.53197	0.690578	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.620676	0.298742	0.620676	0.537	0.735243	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.605006	0.323731	0.605006	0.534503	0.696935	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.605123	0.302606	0.605123	0.528264	0.708155	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.58309	0.285468	0.58309	0.509721	0.681131	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.60224	0.315714	0.60224	0.53084	0.69583	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.597559	0.310943	0.597559	0.52651	0.690776	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.602438	0.298852	0.602438	0.526705	0.703607	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.605322	0.317974	0.605322	0.533189	0.700025	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.596131	0.293217	0.596131	0.521009	0.696567	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.592093	0.303942	0.592093	0.519366	0.688505	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.59567	0.325392	0.59567	0.526601	0.685593	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.595275	0.289794	0.595275	0.519482	0.696964	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.602996	0.323381	0.602996	0.532914	0.694301	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.567961	0.28604	0.567961	0.500919	0.655721	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.603446	0.306361	0.603446	0.529458	0.701472	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.572344	0.289007	0.572344	0.504384	0.661469	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.602211	0.283838	0.602211	0.52238	0.710844	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.595773	0.310742	0.595773	0.524981	0.688634	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.604119	0.292073	0.604119	0.525609	0.7102	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.610903	0.329896	0.610903	0.540501	0.70239	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.610175	0.329544	0.610175	0.538287	0.704224	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.605287	0.327441	0.605287	0.535734	0.695593	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.617488	0.339386	0.617488	0.544832	0.712505	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.607482	0.328857	0.607482	0.537563	0.698308	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.605967	0.291963	0.605967	0.528293	0.710419	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.630917	0.317239	0.630917	0.55468	0.731451	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.603861	0.309693	0.603861	0.53125	0.699464	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.608882	0.312752	0.608882	0.536595	0.703677	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.584445	0.278249	0.584445	0.509541	0.685167	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.576263	0.251845	0.576263	0.4972	0.685225	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.585212	0.286367	0.585212	0.510724	0.685139	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.580902	0.268982	0.580902	0.505315	0.683079	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.584963	0.279775	0.584963	0.509717	0.686274	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.591335	0.274652	0.591335	0.514828	0.694548	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.585338	0.308405	0.585338	0.515611	0.676872	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.576676	0.260506	0.576676	0.498667	0.683618	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.577317	0.25791	0.577317	0.501038	0.680991	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.575989	0.254056	0.575989	0.497449	0.683979	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_mammalia_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.674048	0.278114	0.674048	0.836015	0.564654	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.676726	0.282583	0.676726	0.839073	0.567017	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.673903	0.283544	0.673903	0.835895	0.564505	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.673719	0.281851	0.673719	0.835975	0.564211	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.673539	0.287335	0.673539	0.835093	0.564361	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.67245	0.274874	0.67245	0.835871	0.562479	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.674339	0.282527	0.674339	0.835489	0.565303	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.671482	0.276536	0.671482	0.833486	0.562207	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.669825	0.266429	0.669825	0.833422	0.559916	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.674319	0.289734	0.674319	0.834886	0.565551	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.674082	0.273782	0.674082	0.837917	0.563837	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.674214	0.273452	0.674214	0.837887	0.564035	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.671946	0.27493	0.671946	0.834771	0.562272	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.668712	0.270458	0.668712	0.832094	0.55896	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.667942	0.264019	0.667942	0.831294	0.558245	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.670009	0.274089	0.670009	0.833169	0.560287	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.670198	0.266393	0.670198	0.834696	0.559862	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.673507	0.282895	0.673507	0.83576	0.564011	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.669658	0.277471	0.669658	0.831931	0.560358	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.668638	0.269346	0.668638	0.8309	0.559396	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.664104	0.261067	0.664104	0.826122	0.555215	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.66703	0.268635	0.66703	0.828339	0.558307	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.665003	0.262739	0.665003	0.82751	0.555846	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.666932	0.268516	0.666932	0.828985	0.557877	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.662673	0.261398	0.662673	0.8246	0.553902	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.664039	0.267253	0.664039	0.825025	0.555621	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.664514	0.257021	0.664514	0.828065	0.554913	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.666786	0.276421	0.666786	0.826891	0.558624	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.664684	0.267246	0.664684	0.825789	0.556178	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.667634	0.281842	0.667634	0.827236	0.559657	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.66823	0.273838	0.66823	0.830062	0.559206	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.671087	0.275346	0.671087	0.833791	0.561515	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.668597	0.265623	0.668597	0.831314	0.559152	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.668635	0.27167	0.668635	0.830517	0.559565	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.670234	0.281377	0.670234	0.830907	0.561631	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K180	0.671546	0.273729	0.671546	0.834512	0.561831	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_5\analysis_summary.json
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HIERARCHICAL_K15

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HIERARCHICAL_K15

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HIERARCHICAL_K15

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HIERARCHICAL_K15

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HIERARCHICAL_K15

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HIERARCHICAL_K15

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HIERARCHICAL_K15

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HIERARCHICAL_K15

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.671482

0.276536

0.671482

0.833486

0.562207

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.669825

0.266429

0.669825

0.833422

0.559916

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.674319

0.289734

0.674319

0.834886

0.565551

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_10_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.674082

0.273782

0.674082

0.837917

0.563837

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.674214

0.273452

0.674214

0.837887

0.564035

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.671946

0.27493

0.671946

0.834771

0.562272

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.668712

0.270458

0.668712

0.832094

0.55896

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.667942

0.264019

0.667942

0.831294

0.558245

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.670009

0.274089

0.670009

0.833169

0.560287

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.670198

0.266393

0.670198

0.834696

0.559862

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.673507

0.282895

0.673507

0.83576

0.564011

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.669658

0.277471

0.669658

0.831931

0.560358

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.668638

0.269346

0.668638

0.8309

0.559396

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_1_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.664104

0.261067

0.664104

0.826122

0.555215

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.66703

0.268635

0.66703

0.828339

0.558307

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.665003

0.262739

0.665003

0.82751

0.555846

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.666932

0.268516

0.666932

0.828985

0.557877

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.662673

0.261398

0.662673

0.8246

0.553902

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.664039

0.267253

0.664039

0.825025

0.555621

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.664514

0.257021

0.664514

0.828065

0.554913

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.666786

0.276421

0.666786

0.826891

0.558624

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.664684

0.267246

0.664684

0.825789

0.556178

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.667634

0.281842

0.667634

0.827236

0.559657

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_2_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.66823

0.273838

0.66823

0.830062

0.559206

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.671087

0.275346

0.671087

0.833791

0.561515

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.668597

0.265623

0.668597

0.831314

0.559152

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.668635

0.27167

0.668635

0.830517

0.559565

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.670234

0.281377

0.670234

0.830907

0.561631

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.671546

0.273729

0.671546

0.834512

0.561831

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.669541

0.262217

0.669541

0.832932

0.55974

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.669648

0.276118

0.669648

0.831342

0.560611

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.669034

0.270021

0.669034

0.831058

0.55988

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.668886

0.271569

0.668886

0.831908

0.559288

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_3_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.675309

0.283622

0.675309

0.838144

0.565453

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_4_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.672486

0.272261

0.672486

0.836172

0.562394

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_4_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.674338

0.281325

0.674338

0.836938

0.56464

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_4_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.677978

0.285318

0.677978

0.840592

0.568082

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_4_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.671052

0.279245

0.671052

0.832947

0.561849

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_4_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.669309

0.2745

0.669309

0.830101

0.560701

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_4_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.676236

0.28899

0.676236

0.838189

0.566734

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_4_UMAP_6\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.672814

0.274327

0.672814

0.836728

0.5626

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_4_UMAP_7\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.669241

0.271223

0.669241

0.832015

0.559735

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_4_UMAP_8\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.673429

0.277876

0.673429

0.836384

0.563617

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_4_UMAP_9\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.656907

0.263128

0.656907

0.815849

0.549796

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_5_UMAP_1\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.657749

0.26585

0.657749

0.817851

0.550068

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_5_UMAP_10\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.658692

0.265661

0.658692

0.818133

0.55126

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_5_UMAP_2\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.659692

0.259431

0.659692

0.820559

0.551561

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_5_UMAP_3\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.658641

0.25694

0.658641

0.81836

0.551085

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_5_UMAP_4\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.659848

0.267503

0.659848

0.819299

0.55235

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_5_UMAP_5\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.6611

0.270232

0.6611

0.820657

0.553488

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_5_UMAP_6\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.664221

0.27212

0.664221

0.824587

0.556075

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_5_UMAP_7\analysis_summary.json

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clip_vitl14

UMAP

HIERARCHICAL_K180

0.660505

0.265449

0.660505

0.820321

0.552806

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_5_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K180

0.65842

0.257855

0.65842

0.817999

0.55094

180

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K180\clip_vitl14_aves_5_UMAP_9\analysis_summary.json