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	0.716946	0.541969	0.716946	0.750007	0.686677	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.714129	0.507475	0.714129	0.748442	0.682824	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.722248	0.528499	0.722248	0.757548	0.690091	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.718185	0.548095	0.718185	0.754098	0.685537	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.713613	0.530277	0.713613	0.750905	0.679851	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.725675	0.550548	0.725675	0.758578	0.695509	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.721819	0.547858	0.721819	0.757125	0.689658	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.717072	0.523509	0.717072	0.751511	0.68565	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.710255	0.52472	0.710255	0.746582	0.677299	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.712516	0.522297	0.712516	0.746035	0.68188	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.701093	0.517055	0.701093	0.737522	0.668093	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.698014	0.496624	0.698014	0.730431	0.668352	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.703424	0.521073	0.703424	0.738018	0.671929	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.692554	0.492088	0.692554	0.724864	0.663001	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.70774	0.521258	0.70774	0.741284	0.6771	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.710116	0.539327	0.710116	0.748293	0.675645	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.698703	0.504391	0.698703	0.729058	0.670775	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.701815	0.505575	0.701815	0.735745	0.670877	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.700459	0.503543	0.700459	0.735748	0.668401	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.70118	0.514063	0.70118	0.736828	0.668822	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.714044	0.542262	0.714044	0.748039	0.683005	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.709048	0.505807	0.709048	0.7438	0.677399	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.723357	0.560897	0.723357	0.759233	0.690719	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.718694	0.563854	0.718694	0.755094	0.685642	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.724139	0.553787	0.724139	0.758618	0.692657	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.712658	0.528441	0.712658	0.747116	0.681239	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.715149	0.538273	0.715149	0.749254	0.684013	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.71597	0.540074	0.71597	0.748036	0.68654	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.713877	0.54	0.713877	0.747518	0.683133	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.717075	0.514823	0.717075	0.748674	0.688035	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.703309	0.522854	0.703309	0.738856	0.671024	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.705061	0.521742	0.705061	0.739127	0.673997	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.709531	0.505882	0.709531	0.74464	0.677584	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.707207	0.504599	0.707207	0.740122	0.677095	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.705622	0.521648	0.705622	0.741488	0.673066	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.70863	0.53471	0.70863	0.74354	0.676851	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.712672	0.543025	0.712672	0.751067	0.678011	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.695808	0.508589	0.695808	0.731286	0.663614	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.702894	0.52561	0.702894	0.740194	0.669172	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.709028	0.52208	0.709028	0.744077	0.677133	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_aves_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.687353	0.478817	0.687353	0.719524	0.657935	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.677355	0.445919	0.677355	0.708809	0.648574	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.689241	0.46929	0.689241	0.723301	0.658244	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.691321	0.477429	0.691321	0.724152	0.661338	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.682852	0.462855	0.682852	0.713857	0.654428	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.686287	0.473682	0.686287	0.719529	0.655981	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.686288	0.466323	0.686288	0.719506	0.656002	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.680002	0.460909	0.680002	0.710492	0.652021	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.688958	0.462251	0.688958	0.720683	0.659909	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.684975	0.476175	0.684975	0.716063	0.656473	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.676186	0.429814	0.676186	0.704193	0.650322	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.687819	0.469255	0.687819	0.719459	0.658845	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.6767	0.435027	0.6767	0.707496	0.648474	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.685896	0.462724	0.685896	0.718459	0.656157	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.678101	0.458723	0.678101	0.710581	0.64846	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.679829	0.455059	0.679829	0.712819	0.649758	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.690999	0.488757	0.690999	0.724588	0.660386	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.676017	0.451185	0.676017	0.708268	0.646574	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.689746	0.475683	0.689746	0.723935	0.658641	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.677366	0.430761	0.677366	0.706772	0.65031	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.6697	0.422632	0.6697	0.697724	0.64384	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.667563	0.44014	0.667563	0.699494	0.63842	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.67626	0.465229	0.67626	0.709774	0.645769	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.668724	0.459716	0.668724	0.701051	0.639248	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.668529	0.45403	0.668529	0.701439	0.638569	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.666222	0.44489	0.666222	0.698976	0.6364	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.673119	0.448486	0.673119	0.703614	0.645157	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.674251	0.444638	0.674251	0.705883	0.645333	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.675909	0.454742	0.675909	0.707491	0.647026	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.670808	0.450421	0.670808	0.701341	0.642822	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.66503	0.439399	0.66503	0.695502	0.637115	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.667737	0.435187	0.667737	0.699377	0.638836	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.674765	0.460424	0.674765	0.705844	0.646307	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.676719	0.460461	0.676719	0.710032	0.646392	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.676009	0.447455	0.676009	0.707524	0.647182	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.658084	0.401703	0.658084	0.68366	0.634353	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.673379	0.460935	0.673379	0.706635	0.643112	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.661836	0.43431	0.661836	0.693338	0.633072	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.668055	0.439357	0.668055	0.700651	0.638358	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.667349	0.437428	0.667349	0.697504	0.639693	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.681407	0.473706	0.681407	0.713817	0.651813	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.667362	0.441503	0.667362	0.696596	0.640483	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.66957	0.433273	0.66957	0.694815	0.646096	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.673541	0.458891	0.673541	0.705196	0.644607	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.669236	0.426066	0.669236	0.69694	0.643651	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.667487	0.451272	0.667487	0.696006	0.641214	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.667205	0.450414	0.667205	0.696553	0.64023	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.670863	0.4433	0.670863	0.700752	0.64342	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.675093	0.44457	0.675093	0.704554	0.647998	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.670544	0.440321	0.670544	0.700777	0.642812	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.668659	0.437344	0.668659	0.695859	0.643505	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.668441	0.424045	0.668441	0.695961	0.643015	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.670085	0.453411	0.670085	0.701347	0.641491	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.663909	0.43407	0.663909	0.692867	0.637273	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.668211	0.441084	0.668211	0.698611	0.640347	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.671116	0.445481	0.671116	0.700697	0.643931	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.676428	0.460991	0.676428	0.70792	0.647618	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.667259	0.434813	0.667259	0.696245	0.640589	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K45	0.667528	0.435612	0.667528	0.695272	0.641913	45	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K45\clip_vitl14_mammalia_5_UMAP_8\analysis_summary.json
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GMM_K45

0.714129

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GMM_K45

0.722248

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GMM_K45

0.718185

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GMM_K45

0.713613

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GMM_K45

0.725675

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GMM_K45

0.721819

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GMM_K45

0.717072

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GMM_K45

0.710255

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GMM_K45

0.712516

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GMM_K45

0.701093

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GMM_K45

0.698014

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GMM_K45

0.703424

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GMM_K45

0.692554

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GMM_K45

0.70774

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GMM_K45

0.710116

0.539327

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GMM_K45

0.698703

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GMM_K45

0.701815

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GMM_K45

0.700459

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0.668401

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GMM_K45

0.70118

0.514063

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0.668822

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GMM_K45

0.714044

0.542262

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0.683005

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0.709048

0.505807

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GMM_K45

0.723357

0.560897

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0.718694

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GMM_K45

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GMM_K45

0.712658

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GMM_K45

0.715149

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GMM_K45

0.71597

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GMM_K45

0.713877

0.54

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GMM_K45

0.717075

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GMM_K45

0.703309

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0.705061

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0.709531

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0.707207

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GMM_K45

0.705622

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0.70863

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0.712672

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0.695808

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0.702894

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0.709028

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0.687353

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0.689241

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0.686287

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0.686288

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0.680002

0.460909

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0.676186

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0.687819

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GMM_K45

0.685896

0.462724

0.685896

0.718459

0.656157

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GMM_K45

0.678101

0.458723

0.678101

0.710581

0.64846

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GMM_K45

0.679829

0.455059

0.679829

0.712819

0.649758

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GMM_K45

0.690999

0.488757

0.690999

0.724588

0.660386

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GMM_K45

0.676017

0.451185

0.676017

0.708268

0.646574

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GMM_K45

0.689746

0.475683

0.689746

0.723935

0.658641

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GMM_K45

0.677366

0.430761

0.677366

0.706772

0.65031

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GMM_K45

0.6697

0.422632

0.6697

0.697724

0.64384

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GMM_K45

0.667563

0.44014

0.667563

0.699494

0.63842

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GMM_K45

0.67626

0.465229

0.67626

0.709774

0.645769

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GMM_K45

0.668724

0.459716

0.668724

0.701051

0.639248

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GMM_K45

0.668529

0.45403

0.668529

0.701439

0.638569

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UMAP

GMM_K45

0.666222

0.44489

0.666222

0.698976

0.6364

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UMAP

GMM_K45

0.673119

0.448486

0.673119

0.703614

0.645157

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GMM_K45

0.674251

0.444638

0.674251

0.705883

0.645333

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GMM_K45

0.675909

0.454742

0.675909

0.707491

0.647026

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GMM_K45

0.670808

0.450421

0.670808

0.701341

0.642822

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GMM_K45

0.66503

0.439399

0.66503

0.695502

0.637115

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GMM_K45

0.667737

0.435187

0.667737

0.699377

0.638836

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GMM_K45

0.674765

0.460424

0.674765

0.705844

0.646307

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GMM_K45

0.676719

0.460461

0.676719

0.710032

0.646392

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GMM_K45

0.676009

0.447455

0.676009

0.707524

0.647182

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GMM_K45

0.658084

0.401703

0.658084

0.68366

0.634353

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GMM_K45

0.673379

0.460935

0.673379

0.706635

0.643112

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GMM_K45

0.661836

0.43431

0.661836

0.693338

0.633072

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GMM_K45

0.668055

0.439357

0.668055

0.700651

0.638358

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GMM_K45

0.667349

0.437428

0.667349

0.697504

0.639693

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GMM_K45

0.681407

0.473706

0.681407

0.713817

0.651813

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GMM_K45

0.667362

0.441503

0.667362

0.696596

0.640483

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GMM_K45

0.66957

0.433273

0.66957

0.694815

0.646096

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GMM_K45

0.673541

0.458891

0.673541

0.705196

0.644607

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GMM_K45

0.669236

0.426066

0.669236

0.69694

0.643651

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GMM_K45

0.667487

0.451272

0.667487

0.696006

0.641214

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GMM_K45

0.667205

0.450414

0.667205

0.696553

0.64023

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GMM_K45

0.670863

0.4433

0.670863

0.700752

0.64342

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GMM_K45

0.675093

0.44457

0.675093

0.704554

0.647998

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GMM_K45

0.670544

0.440321

0.670544

0.700777

0.642812

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GMM_K45

0.668659

0.437344

0.668659

0.695859

0.643505

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GMM_K45

0.668441

0.424045

0.668441

0.695961

0.643015

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GMM_K45

0.670085

0.453411

0.670085

0.701347

0.641491

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GMM_K45

0.663909

0.43407

0.663909

0.692867

0.637273

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GMM_K45

0.668211

0.441084

0.668211

0.698611

0.640347

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GMM_K45

0.671116

0.445481

0.671116

0.700697

0.643931

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GMM_K45

0.676428

0.460991

0.676428

0.70792

0.647618

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GMM_K45

0.667259

0.434813

0.667259

0.696245

0.640589

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GMM_K45

0.667528

0.435612

0.667528

0.695272

0.641913

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GMM_K45

0.672692

0.437431

0.672692

0.70118

0.646429

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