AI-EcoNet/HUGO-Bench-Paper-Reproducibility

model large_stringclasses 5 values	model_short large_stringclasses 5 values	dim_reduction large_stringclasses 5 values	clustering large_stringclasses 12 values	v_measure float64 0.01 0.97	adjusted_rand_index float64 0 0.96	normalized_mutual_info float64 0.01 0.97	homogeneity float64 0.01 0.98	completeness float64 0.06 0.99	n_clusters_pred float64 2 278	n_clusters_true float64 30 30	path large_stringlengths 98 140
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.673294	0.465	0.673294	0.705019	0.644301	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.677814	0.442387	0.677814	0.704821	0.652801	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.686142	0.470226	0.686142	0.719213	0.655978	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.676413	0.461329	0.676413	0.706473	0.648806	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.677202	0.465479	0.677202	0.710863	0.646586	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.678131	0.452767	0.678131	0.70967	0.649277	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.685732	0.463024	0.685732	0.717118	0.656979	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.686876	0.494965	0.686876	0.720984	0.655849	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.683114	0.469525	0.683114	0.716712	0.652526	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.676528	0.468035	0.676528	0.708222	0.647548	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.667546	0.430334	0.667546	0.698931	0.638858	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.671005	0.434119	0.671005	0.701459	0.643085	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.677371	0.468046	0.677371	0.70859	0.648787	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.674111	0.460508	0.674111	0.705545	0.645359	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.676546	0.462881	0.676546	0.706822	0.648756	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.678444	0.451796	0.678444	0.70829	0.651012	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.668079	0.438224	0.668079	0.697253	0.641249	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.664333	0.44327	0.664333	0.694383	0.636775	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.664479	0.432152	0.664479	0.694037	0.637337	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.673797	0.456768	0.673797	0.705558	0.644773	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.681935	0.459101	0.681935	0.714055	0.65258	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.696185	0.493134	0.696185	0.72932	0.66593	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.685167	0.473668	0.685167	0.717714	0.655444	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.683175	0.462675	0.683175	0.716842	0.652529	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.674566	0.448716	0.674566	0.706058	0.645763	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.678625	0.439057	0.678625	0.707181	0.652285	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.681223	0.47261	0.681223	0.714444	0.650953	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.683746	0.475895	0.683746	0.717157	0.65331	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.684372	0.472872	0.684372	0.719903	0.652183	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.678786	0.457646	0.678786	0.710322	0.649932	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.659625	0.421379	0.659625	0.68992	0.631879	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.672429	0.464784	0.672429	0.704742	0.642949	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.664567	0.424368	0.664567	0.692811	0.638537	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.666299	0.446116	0.666299	0.697556	0.637723	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.663954	0.448395	0.663954	0.694909	0.635639	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.66867	0.442936	0.66867	0.697103	0.642464	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.669168	0.436295	0.669168	0.69864	0.642082	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.674975	0.462255	0.674975	0.707611	0.645218	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.668029	0.451406	0.668029	0.699214	0.639506	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.685634	0.468204	0.685634	0.718066	0.656006	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.699508	0.406188	0.699508	0.803749	0.619201	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.698751	0.408295	0.698751	0.803596	0.618107	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.697363	0.387986	0.697363	0.800876	0.617545	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.695589	0.399113	0.695589	0.79925	0.615731	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.697413	0.424474	0.697413	0.797602	0.619586	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.699396	0.400497	0.699396	0.804609	0.618517	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.700776	0.412728	0.700776	0.803621	0.621268	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.695696	0.399165	0.695696	0.799417	0.615799	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.698338	0.414926	0.698338	0.801975	0.618421	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.699308	0.416069	0.699308	0.803381	0.619106	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.695855	0.40347	0.695855	0.797698	0.617073	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.696014	0.396108	0.696014	0.800329	0.615757	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.689079	0.394904	0.689079	0.791249	0.610277	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.688184	0.396033	0.688184	0.790239	0.609474	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.695978	0.422459	0.695978	0.796855	0.617771	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.693552	0.400346	0.693552	0.798193	0.613168	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.690517	0.391785	0.690517	0.793947	0.61093	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.691007	0.406695	0.691007	0.792549	0.612529	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.689758	0.40897	0.689758	0.792062	0.610859	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.699153	0.420109	0.699153	0.802314	0.619499	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.682513	0.388847	0.682513	0.784282	0.604122	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.686929	0.372033	0.686929	0.789667	0.607846	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.686253	0.389288	0.686253	0.788555	0.607447	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.687548	0.385342	0.687548	0.791404	0.607787	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.682432	0.389757	0.682432	0.783816	0.604271	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.683666	0.387764	0.683666	0.786575	0.604569	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.685558	0.382585	0.685558	0.78705	0.607252	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.680233	0.369884	0.680233	0.783516	0.601009	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.687055	0.384797	0.687055	0.789729	0.608006	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.680802	0.375529	0.680802	0.781475	0.603106	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.693798	0.417807	0.693798	0.795653	0.615061	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.690397	0.388658	0.690397	0.793735	0.610867	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.694554	0.408906	0.694554	0.796955	0.615472	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.68936	0.37748	0.68936	0.7915	0.610568	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.690414	0.397984	0.690414	0.793674	0.61093	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.6888	0.38431	0.6888	0.790697	0.610168	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.69311	0.398914	0.69311	0.795749	0.613923	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.695891	0.410435	0.695891	0.79836	0.616734	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.689088	0.378307	0.689088	0.793732	0.608821	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.691151	0.396057	0.691151	0.794585	0.611545	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.697823	0.401513	0.697823	0.800573	0.618448	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.697854	0.397608	0.697854	0.800901	0.618301	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.693852	0.382409	0.693852	0.797222	0.614212	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.696242	0.398842	0.696242	0.799644	0.61652	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.695836	0.400892	0.695836	0.801179	0.614976	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.700089	0.418314	0.700089	0.803534	0.620241	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.694789	0.401694	0.694789	0.798268	0.61506	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.697904	0.396509	0.697904	0.80308	0.617087	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.693198	0.404338	0.693198	0.795885	0.61398	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.696868	0.405842	0.696868	0.801125	0.616622	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.684672	0.399276	0.684672	0.786489	0.606195	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.682183	0.400233	0.682183	0.783014	0.604359	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.681173	0.385453	0.681173	0.781535	0.603653	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.685553	0.391832	0.685553	0.78739	0.607041	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.682183	0.382693	0.682183	0.783366	0.604149	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.680416	0.379259	0.680416	0.782614	0.601827	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.684499	0.381489	0.684499	0.786655	0.605826	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.686182	0.395775	0.686182	0.787069	0.60822	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.682846	0.398041	0.682846	0.784895	0.60428	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_8\analysis_summary.json
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GMM_K45

0.673294

0.465

0.673294

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GMM_K45

0.677814

0.442387

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GMM_K45

0.686142

0.470226

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0.655978

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GMM_K45

0.676413

0.461329

0.676413

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0.648806

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GMM_K45

0.677202

0.465479

0.677202

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UMAP

GMM_K45

0.678131

0.452767

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0.649277

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GMM_K45

0.685732

0.463024

0.685732

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GMM_K45

0.686876

0.494965

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0.655849

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GMM_K45

0.683114

0.469525

0.683114

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0.652526

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GMM_K45

0.676528

0.468035

0.676528

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0.647548

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GMM_K45

0.667546

0.430334

0.667546

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0.638858

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GMM_K45

0.671005

0.434119

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GMM_K45

0.677371

0.468046

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0.648787

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UMAP

GMM_K45

0.674111

0.460508

0.674111

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0.645359

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UMAP

GMM_K45

0.676546

0.462881

0.676546

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0.648756

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UMAP

GMM_K45

0.678444

0.451796

0.678444

0.70829

0.651012

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GMM_K45

0.668079

0.438224

0.668079

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0.641249

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UMAP

GMM_K45

0.664333

0.44327

0.664333

0.694383

0.636775

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GMM_K45

0.664479

0.432152

0.664479

0.694037

0.637337

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UMAP

GMM_K45

0.673797

0.456768

0.673797

0.705558

0.644773

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GMM_K45

0.681935

0.459101

0.681935

0.714055

0.65258

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GMM_K45

0.696185

0.493134

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0.66593

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GMM_K45

0.685167

0.473668

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0.655444

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GMM_K45

0.683175

0.462675

0.683175

0.716842

0.652529

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GMM_K45

0.674566

0.448716

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0.645763

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GMM_K45

0.678625

0.439057

0.678625

0.707181

0.652285

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GMM_K45

0.681223

0.47261

0.681223

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0.650953

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GMM_K45

0.683746

0.475895

0.683746

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0.65331

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GMM_K45

0.684372

0.472872

0.684372

0.719903

0.652183

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GMM_K45

0.678786

0.457646

0.678786

0.710322

0.649932

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GMM_K45

0.659625

0.421379

0.659625

0.68992

0.631879

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GMM_K45

0.672429

0.464784

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0.642949

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GMM_K45

0.664567

0.424368

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0.638537

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GMM_K45

0.666299

0.446116

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0.637723

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GMM_K45

0.663954

0.448395

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0.694909

0.635639

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GMM_K45

0.66867

0.442936

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0.642464

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GMM_K45

0.669168

0.436295

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0.69864

0.642082

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GMM_K45

0.674975

0.462255

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0.645218

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GMM_K45

0.668029

0.451406

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0.699214

0.639506

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GMM_K45

0.685634

0.468204

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0.656006

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GMM_K90

0.699508

0.406188

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0.619201

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GMM_K90

0.698751

0.408295

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0.618107

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GMM_K90

0.697363

0.387986

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0.617545

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GMM_K90

0.695589

0.399113

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GMM_K90

0.697413

0.424474

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0.797602

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GMM_K90

0.699396

0.400497

0.699396

0.804609

0.618517

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GMM_K90

0.700776

0.412728

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0.621268

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GMM_K90

0.695696

0.399165

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GMM_K90

0.698338

0.414926

0.698338

0.801975

0.618421

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GMM_K90

0.699308

0.416069

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0.803381

0.619106

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GMM_K90

0.695855

0.40347

0.695855

0.797698

0.617073

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GMM_K90

0.696014

0.396108

0.696014

0.800329

0.615757

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GMM_K90

0.689079

0.394904

0.689079

0.791249

0.610277

90

30

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clip_vitl14

UMAP

GMM_K90

0.688184

0.396033

0.688184

0.790239

0.609474

90

30

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clip_vitl14

UMAP

GMM_K90

0.695978

0.422459

0.695978

0.796855

0.617771

90

30

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clip_vitl14

UMAP

GMM_K90

0.693552

0.400346

0.693552

0.798193

0.613168

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_5\analysis_summary.json

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clip_vitl14

UMAP

GMM_K90

0.690517

0.391785

0.690517

0.793947

0.61093

90

30

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clip_vitl14

UMAP

GMM_K90

0.691007

0.406695

0.691007

0.792549

0.612529

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_7\analysis_summary.json

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clip_vitl14

UMAP

GMM_K90

0.689758

0.40897

0.689758

0.792062

0.610859

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_1_UMAP_8\analysis_summary.json

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clip_vitl14

UMAP

GMM_K90

0.699153

0.420109

0.699153

0.802314

0.619499

90

30

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clip_vitl14

UMAP

GMM_K90

0.682513

0.388847

0.682513

0.784282

0.604122

90

30

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clip_vitl14

UMAP

GMM_K90

0.686929

0.372033

0.686929

0.789667

0.607846

90

30

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clip_vitl14

UMAP

GMM_K90

0.686253

0.389288

0.686253

0.788555

0.607447

90

30

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clip_vitl14

UMAP

GMM_K90

0.687548

0.385342

0.687548

0.791404

0.607787

90

30

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clip_vitl14

UMAP

GMM_K90

0.682432

0.389757

0.682432

0.783816

0.604271

90

30

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clip_vitl14

UMAP

GMM_K90

0.683666

0.387764

0.683666

0.786575

0.604569

90

30

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clip_vitl14

UMAP

GMM_K90

0.685558

0.382585

0.685558

0.78705

0.607252

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_6\analysis_summary.json

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clip_vitl14

UMAP

GMM_K90

0.680233

0.369884

0.680233

0.783516

0.601009

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_2_UMAP_7\analysis_summary.json

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clip_vitl14

UMAP

GMM_K90

0.687055

0.384797

0.687055

0.789729

0.608006

90

30

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clip_vitl14

UMAP

GMM_K90

0.680802

0.375529

0.680802

0.781475

0.603106

90

30

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clip_vitl14

UMAP

GMM_K90

0.693798

0.417807

0.693798

0.795653

0.615061

90

30

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clip_vitl14

UMAP

GMM_K90

0.690397

0.388658

0.690397

0.793735

0.610867

90

30

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clip_vitl14

UMAP

GMM_K90

0.694554

0.408906

0.694554

0.796955

0.615472

90

30

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clip_vitl14

UMAP

GMM_K90

0.68936

0.37748

0.68936

0.7915

0.610568

90

30

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clip_vitl14

UMAP

GMM_K90

0.690414

0.397984

0.690414

0.793674

0.61093

90

30

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clip_vitl14

UMAP

GMM_K90

0.6888

0.38431

0.6888

0.790697

0.610168

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_3_UMAP_5\analysis_summary.json

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clip_vitl14

UMAP

GMM_K90

0.69311

0.398914

0.69311

0.795749

0.613923

90

30

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clip_vitl14

UMAP

GMM_K90

0.695891

0.410435

0.695891

0.79836

0.616734

90

30

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clip_vitl14

UMAP

GMM_K90

0.689088

0.378307

0.689088

0.793732

0.608821

90

30

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clip_vitl14

UMAP

GMM_K90

0.691151

0.396057

0.691151

0.794585

0.611545

90

30

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clip_vitl14

UMAP

GMM_K90

0.697823

0.401513

0.697823

0.800573

0.618448

90

30

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clip_vitl14

UMAP

GMM_K90

0.697854

0.397608

0.697854

0.800901

0.618301

90

30

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clip_vitl14

UMAP

GMM_K90

0.693852

0.382409

0.693852

0.797222

0.614212

90

30

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clip_vitl14

UMAP

GMM_K90

0.696242

0.398842

0.696242

0.799644

0.61652

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_3\analysis_summary.json

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clip_vitl14

UMAP

GMM_K90

0.695836

0.400892

0.695836

0.801179

0.614976

90

30

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clip_vitl14

UMAP

GMM_K90

0.700089

0.418314

0.700089

0.803534

0.620241

90

30

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clip_vitl14

UMAP

GMM_K90

0.694789

0.401694

0.694789

0.798268

0.61506

90

30

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UMAP

GMM_K90

0.697904

0.396509

0.697904

0.80308

0.617087

90

30

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UMAP

GMM_K90

0.693198

0.404338

0.693198

0.795885

0.61398

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_4_UMAP_8\analysis_summary.json

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UMAP

GMM_K90

0.696868

0.405842

0.696868

0.801125

0.616622

90

30

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UMAP

GMM_K90

0.684672

0.399276

0.684672

0.786489

0.606195

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_1\analysis_summary.json

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UMAP

GMM_K90

0.682183

0.400233

0.682183

0.783014

0.604359

90

30

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UMAP

GMM_K90

0.681173

0.385453

0.681173

0.781535

0.603653

90

30

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UMAP

GMM_K90

0.685553

0.391832

0.685553

0.78739

0.607041

90

30

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UMAP

GMM_K90

0.682183

0.382693

0.682183

0.783366

0.604149

90

30

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UMAP

GMM_K90

0.680416

0.379259

0.680416

0.782614

0.601827

90

30

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UMAP

GMM_K90

0.684499

0.381489

0.684499

0.786655

0.605826

90

30

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UMAP

GMM_K90

0.686182

0.395775

0.686182

0.787069

0.60822

90

30

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UMAP

GMM_K90

0.682846

0.398041

0.682846

0.784895

0.60428

90

30

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clip_vitl14

UMAP

GMM_K90

0.682766

0.379453

0.682766

0.784156

0.604594

90

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_5_UMAP_9\analysis_summary.json