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_K45	0.680192	0.482038	0.680192	0.713841	0.649572	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.686815	0.485981	0.686815	0.721685	0.65516	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.686019	0.490501	0.686019	0.72103	0.65425	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.685796	0.488719	0.685796	0.720533	0.654254	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.679349	0.47934	0.679349	0.713386	0.648413	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.685936	0.487259	0.685936	0.720501	0.654537	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.681369	0.485154	0.681369	0.715468	0.650372	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.681563	0.479341	0.681563	0.715983	0.650301	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.689453	0.504484	0.689453	0.72427	0.65783	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.687797	0.492985	0.687797	0.7218	0.656852	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.685577	0.498902	0.685577	0.719536	0.654678	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.677662	0.485249	0.677662	0.711448	0.64694	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.680495	0.474421	0.680495	0.713809	0.650152	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.679241	0.483733	0.679241	0.711784	0.649544	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.672111	0.46385	0.672111	0.70634	0.641047	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.679813	0.467518	0.679813	0.713115	0.649482	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.683862	0.47843	0.683862	0.717049	0.653612	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.671944	0.473007	0.671944	0.704805	0.642011	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.680517	0.49218	0.680517	0.714792	0.649379	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.677019	0.471724	0.677019	0.710866	0.646249	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.694967	0.490256	0.694967	0.730525	0.662711	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.694651	0.499551	0.694651	0.728732	0.663615	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.687003	0.492201	0.687003	0.721531	0.655629	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.685109	0.479083	0.685109	0.720132	0.653334	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.68638	0.494069	0.68638	0.721275	0.654705	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.683661	0.471128	0.683661	0.718535	0.652015	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.693413	0.49588	0.693413	0.728377	0.661653	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.692541	0.501884	0.692541	0.728107	0.660288	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.689129	0.487835	0.689129	0.723965	0.657491	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.685912	0.480544	0.685912	0.721956	0.653295	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.681466	0.483154	0.681466	0.71392	0.651834	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.678635	0.480237	0.678635	0.71227	0.648034	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.679525	0.464145	0.679525	0.709738	0.651779	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.673152	0.455422	0.673152	0.704356	0.644596	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.670505	0.45628	0.670505	0.703562	0.640415	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.679217	0.479717	0.679217	0.712302	0.649069	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.677107	0.480263	0.677107	0.711705	0.645717	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.679629	0.475249	0.679629	0.71233	0.649799	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.676984	0.473819	0.676984	0.708515	0.648141	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K45	0.678045	0.476469	0.678045	0.710786	0.648187	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K45\clip_vitl14_mammalia_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.699028	0.413242	0.699028	0.801819	0.619598	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.702441	0.406468	0.702441	0.806594	0.622109	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.695931	0.397243	0.695931	0.800886	0.615298	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.697328	0.401315	0.697328	0.802985	0.616243	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.699873	0.430101	0.699873	0.801368	0.621196	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.697303	0.411564	0.697303	0.800059	0.617938	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.69864	0.414904	0.69864	0.802987	0.618294	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.69757	0.407697	0.69757	0.801354	0.617586	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.694618	0.401493	0.694618	0.798782	0.614487	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.696424	0.400027	0.696424	0.800222	0.616462	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.701503	0.424811	0.701503	0.803963	0.622207	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.697303	0.410323	0.697303	0.800302	0.617793	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.699526	0.432217	0.699526	0.802134	0.620191	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.696262	0.429401	0.696262	0.797927	0.617575	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.696675	0.414054	0.696675	0.799463	0.617307	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.694901	0.414769	0.694901	0.797281	0.615822	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.698358	0.419452	0.698358	0.801517	0.618725	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.697576	0.424793	0.697576	0.800763	0.617947	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.694585	0.417287	0.694585	0.795911	0.616145	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.697438	0.427156	0.697438	0.79939	0.61855	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.69037	0.407744	0.69037	0.792643	0.611473	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.692093	0.394409	0.692093	0.79668	0.611779	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.686283	0.398345	0.686283	0.789762	0.606779	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.693645	0.410998	0.693645	0.796237	0.614472	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.690462	0.408568	0.690462	0.792324	0.611807	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.687322	0.389496	0.687322	0.791589	0.607326	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.690099	0.401715	0.690099	0.793497	0.610541	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.688079	0.401718	0.688079	0.790733	0.609015	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.690921	0.406807	0.690921	0.792916	0.612176	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.691009	0.416228	0.691009	0.792096	0.612803	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.696417	0.415864	0.696417	0.798892	0.617243	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.692421	0.397175	0.692421	0.796614	0.612331	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.700379	0.415025	0.700379	0.803374	0.620791	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.693971	0.403491	0.693971	0.796747	0.61468	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.697324	0.425649	0.697324	0.799016	0.618594	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.698947	0.414424	0.698947	0.801454	0.619687	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.696071	0.41793	0.696071	0.797908	0.617287	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.696275	0.4166	0.696275	0.799289	0.616782	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.697404	0.418909	0.697404	0.800913	0.617587	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.693196	0.405521	0.693196	0.796062	0.613872	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.697236	0.42114	0.697236	0.800474	0.617586	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_1\analysis_summary.json
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CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.685423	0.41009	0.685423	0.786386	0.607436	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_10\analysis_summary.json
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CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.68598	0.405613	0.68598	0.786657	0.608149	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_3\analysis_summary.json
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CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.687183	0.408299	0.687183	0.788997	0.608642	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.685804	0.4004	0.685804	0.787079	0.60762	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.685391	0.404399	0.685391	0.786351	0.607406	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.684254	0.398889	0.684254	0.784754	0.606572	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_8\analysis_summary.json
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HIERARCHICAL_K45

0.686815

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HIERARCHICAL_K45

0.686019

0.490501

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HIERARCHICAL_K45

0.685796

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HIERARCHICAL_K45

0.679349

0.47934

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HIERARCHICAL_K45

0.685936

0.487259

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HIERARCHICAL_K45

0.681369

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HIERARCHICAL_K45

0.681563

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HIERARCHICAL_K45

0.689453

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0.65783

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HIERARCHICAL_K45

0.687797

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0.7218

0.656852

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HIERARCHICAL_K45

0.685577

0.498902

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HIERARCHICAL_K45

0.677662

0.485249

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0.64694

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HIERARCHICAL_K45

0.680495

0.474421

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0.650152

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UMAP

HIERARCHICAL_K45

0.679241

0.483733

0.679241

0.711784

0.649544

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UMAP

HIERARCHICAL_K45

0.672111

0.46385

0.672111

0.70634

0.641047

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UMAP

HIERARCHICAL_K45

0.679813

0.467518

0.679813

0.713115

0.649482

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UMAP

HIERARCHICAL_K45

0.683862

0.47843

0.683862

0.717049

0.653612

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UMAP

HIERARCHICAL_K45

0.671944

0.473007

0.671944

0.704805

0.642011

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HIERARCHICAL_K45

0.680517

0.49218

0.680517

0.714792

0.649379

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HIERARCHICAL_K45

0.677019

0.471724

0.677019

0.710866

0.646249

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HIERARCHICAL_K45

0.694967

0.490256

0.694967

0.730525

0.662711

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HIERARCHICAL_K45

0.694651

0.499551

0.694651

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0.663615

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HIERARCHICAL_K45

0.687003

0.492201

0.687003

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0.655629

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HIERARCHICAL_K45

0.685109

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0.653334

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HIERARCHICAL_K45

0.68638

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0.654705

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HIERARCHICAL_K45

0.683661

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HIERARCHICAL_K45

0.693413

0.49588

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0.661653

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HIERARCHICAL_K45

0.692541

0.501884

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HIERARCHICAL_K45

0.689129

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0.685912

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0.681466

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0.678635

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0.679525

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HIERARCHICAL_K45

0.673152

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0.677107

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0.699028

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HIERARCHICAL_K90

0.69757

0.407697

0.69757

0.801354

0.617586

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.694618

0.401493

0.694618

0.798782

0.614487

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.696424

0.400027

0.696424

0.800222

0.616462

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_10_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.701503

0.424811

0.701503

0.803963

0.622207

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.697303

0.410323

0.697303

0.800302

0.617793

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.699526

0.432217

0.699526

0.802134

0.620191

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.696262

0.429401

0.696262

0.797927

0.617575

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.696675

0.414054

0.696675

0.799463

0.617307

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.694901

0.414769

0.694901

0.797281

0.615822

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.698358

0.419452

0.698358

0.801517

0.618725

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.697576

0.424793

0.697576

0.800763

0.617947

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.694585

0.417287

0.694585

0.795911

0.616145

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.697438

0.427156

0.697438

0.79939

0.61855

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_1_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.69037

0.407744

0.69037

0.792643

0.611473

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.692093

0.394409

0.692093

0.79668

0.611779

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.686283

0.398345

0.686283

0.789762

0.606779

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.693645

0.410998

0.693645

0.796237

0.614472

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.690462

0.408568

0.690462

0.792324

0.611807

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.687322

0.389496

0.687322

0.791589

0.607326

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.690099

0.401715

0.690099

0.793497

0.610541

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.688079

0.401718

0.688079

0.790733

0.609015

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.690921

0.406807

0.690921

0.792916

0.612176

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.691009

0.416228

0.691009

0.792096

0.612803

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_2_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.696417

0.415864

0.696417

0.798892

0.617243

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.692421

0.397175

0.692421

0.796614

0.612331

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.700379

0.415025

0.700379

0.803374

0.620791

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.693971

0.403491

0.693971

0.796747

0.61468

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.697324

0.425649

0.697324

0.799016

0.618594

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.698947

0.414424

0.698947

0.801454

0.619687

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.696071

0.41793

0.696071

0.797908

0.617287

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.696275

0.4166

0.696275

0.799289

0.616782

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.697404

0.418909

0.697404

0.800913

0.617587

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.693196

0.405521

0.693196

0.796062

0.613872

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_3_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.697236

0.42114

0.697236

0.800474

0.617586

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.697345

0.412941

0.697345

0.800172

0.617936

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.694621

0.399969

0.694621

0.800018

0.613762

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.702887

0.438085

0.702887

0.804867

0.623843

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.696734

0.410204

0.696734

0.800106

0.617017

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.696028

0.414598

0.696028

0.8003

0.615796

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.701472

0.42795

0.701472

0.804814

0.621649

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.701827

0.429524

0.701827

0.80342

0.623042

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.696331

0.417902

0.696331

0.800029

0.61643

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.701277

0.429762

0.701277

0.802018

0.623021

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_4_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.68411

0.40761

0.68411

0.785875

0.605679

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.685423

0.41009

0.685423

0.786386

0.607436

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.682731

0.393169

0.682731

0.784472

0.604352

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.68598

0.405613

0.68598

0.786657

0.608149

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.68613

0.41628

0.68613

0.785803

0.608896

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.687183

0.408299

0.687183

0.788997

0.608642

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.685804

0.4004

0.685804

0.787079

0.60762

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.685391

0.404399

0.685391

0.786351

0.607406

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.684254

0.398889

0.684254

0.784754

0.606572

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

HIERARCHICAL_K90

0.687782

0.406039

0.687782

0.789495

0.609286

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_aves_5_UMAP_9\analysis_summary.json