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_K90	0.68869	0.398388	0.68869	0.789183	0.610899	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.689009	0.39739	0.689009	0.791115	0.610247	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.69411	0.396058	0.69411	0.794598	0.616184	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.688928	0.392392	0.688928	0.791277	0.610024	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.686173	0.389666	0.686173	0.78927	0.606898	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.698251	0.415766	0.698251	0.800277	0.619298	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.693084	0.405568	0.693084	0.795957	0.613759	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.691351	0.403786	0.691351	0.794282	0.612037	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.689032	0.400206	0.689032	0.788152	0.612058	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.684204	0.38864	0.684204	0.784839	0.606444	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.681025	0.385937	0.681025	0.781588	0.60339	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.679489	0.379018	0.679489	0.780086	0.601873	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.680735	0.378413	0.680735	0.781742	0.602843	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.67909	0.402921	0.67909	0.777266	0.602934	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.681905	0.389896	0.681905	0.782357	0.604314	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.688252	0.408617	0.688252	0.787583	0.611171	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.676973	0.370828	0.676973	0.777337	0.599562	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.681729	0.381949	0.681729	0.782869	0.603732	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.683075	0.386363	0.683075	0.784948	0.604608	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.681231	0.386977	0.681231	0.782039	0.603444	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.695455	0.429114	0.695455	0.795444	0.617796	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.689621	0.406567	0.689621	0.789115	0.612407	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.692441	0.400402	0.692441	0.794883	0.613389	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.696403	0.433397	0.696403	0.797172	0.618252	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.692927	0.412462	0.692927	0.793823	0.614787	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.69324	0.406299	0.69324	0.795837	0.614075	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.698371	0.431979	0.698371	0.797702	0.621038	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.690779	0.405406	0.690779	0.793352	0.611693	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.695332	0.418546	0.695332	0.796447	0.616999	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.695216	0.407213	0.695216	0.797298	0.616308	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.684393	0.388371	0.684393	0.785401	0.606406	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.68098	0.389425	0.68098	0.781604	0.60331	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.687359	0.39848	0.687359	0.787698	0.609695	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.687234	0.403766	0.687234	0.788259	0.609162	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.685302	0.399799	0.685302	0.785867	0.607555	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.690347	0.440537	0.690347	0.788509	0.61392	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.68308	0.396152	0.68308	0.784861	0.604667	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.684771	0.387339	0.684771	0.786401	0.606402	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.683336	0.393873	0.683336	0.783896	0.605643	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.684113	0.382067	0.684113	0.785939	0.605645	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_aves_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.669076	0.366798	0.669076	0.768429	0.592474	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.668532	0.370365	0.668532	0.767184	0.59236	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.67169	0.367144	0.67169	0.772542	0.594128	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.67503	0.362967	0.67503	0.775311	0.597719	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.671796	0.380879	0.671796	0.770291	0.595634	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.674628	0.374249	0.674628	0.775045	0.597247	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.672261	0.373977	0.672261	0.772432	0.595089	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.673306	0.386701	0.673306	0.771838	0.597083	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.66618	0.369001	0.66618	0.763167	0.591064	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.671445	0.357174	0.671445	0.772343	0.593864	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.668622	0.37304	0.668622	0.765317	0.59362	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.662004	0.361166	0.662004	0.760689	0.585984	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.672166	0.388706	0.672166	0.771199	0.595673	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.67209	0.387406	0.67209	0.771375	0.59545	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.661548	0.35981	0.661548	0.759727	0.58584	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.672135	0.382233	0.672135	0.769908	0.596397	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.67005	0.363289	0.67005	0.769662	0.593268	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.661823	0.360177	0.661823	0.759758	0.586253	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.668544	0.367594	0.668544	0.765557	0.593354	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.669397	0.377728	0.669397	0.769039	0.592613	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.66341	0.362617	0.66341	0.762669	0.587012	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.654465	0.344519	0.654465	0.753804	0.57826	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.657535	0.343019	0.657535	0.756035	0.581742	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.657798	0.344077	0.657798	0.756877	0.581656	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.661289	0.371105	0.661289	0.759158	0.585772	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.656051	0.351182	0.656051	0.752462	0.58154	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.659423	0.376713	0.659423	0.756075	0.584681	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.660042	0.353492	0.660042	0.758299	0.584328	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.659166	0.35888	0.659166	0.757682	0.583321	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.655651	0.352792	0.655651	0.754514	0.579695	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.658324	0.351819	0.658324	0.758531	0.581503	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.66369	0.37173	0.66369	0.761784	0.587976	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.662614	0.359828	0.662614	0.761052	0.586724	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.667197	0.373349	0.667197	0.76551	0.591262	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.665762	0.373805	0.665762	0.763528	0.590191	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.662669	0.362367	0.662669	0.760818	0.58695	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.670287	0.385235	0.670287	0.768566	0.594293	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.664272	0.370788	0.664272	0.763441	0.587904	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.664216	0.348324	0.664216	0.761171	0.58917	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.659545	0.365509	0.659545	0.756083	0.584867	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.66128	0.374714	0.66128	0.75915	0.585763	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.66101	0.355117	0.66101	0.759335	0.58523	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.657759	0.356422	0.657759	0.753142	0.58382	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.655988	0.350574	0.655988	0.754293	0.580353	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.66113	0.348835	0.66113	0.758679	0.585809	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.664542	0.38711	0.664542	0.761994	0.58919	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.6504	0.354858	0.6504	0.746999	0.575924	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.663165	0.363925	0.663165	0.762752	0.58658	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.66375	0.378254	0.66375	0.761739	0.588098	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.664153	0.363917	0.664153	0.764024	0.587373	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.658319	0.358274	0.658319	0.757098	0.58234	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.663566	0.369808	0.663566	0.762902	0.587118	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.656648	0.350702	0.656648	0.754713	0.581136	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.664659	0.375732	0.664659	0.761415	0.58972	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.66337	0.368027	0.66337	0.762855	0.586839	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.659186	0.355809	0.659186	0.758307	0.582982	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.664795	0.367533	0.664795	0.763788	0.588518	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.664124	0.367622	0.664124	0.76231	0.588345	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.659699	0.367877	0.659699	0.756633	0.584781	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_5_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K90	0.665706	0.372399	0.665706	0.763832	0.589921	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K90\clip_vitl14_mammalia_5_UMAP_9\analysis_summary.json

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UMAP

GMM_K90

0.68869

0.398388

0.68869

0.789183

0.610899

90

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UMAP

GMM_K90

0.689009

0.39739

0.689009

0.791115

0.610247

90

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UMAP

GMM_K90

0.69411

0.396058

0.69411

0.794598

0.616184

90

30

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UMAP

GMM_K90

0.688928

0.392392

0.688928

0.791277

0.610024

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UMAP

GMM_K90

0.686173

0.389666

0.686173

0.78927

0.606898

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UMAP

GMM_K90

0.698251

0.415766

0.698251

0.800277

0.619298

90

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UMAP

GMM_K90

0.693084

0.405568

0.693084

0.795957

0.613759

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UMAP

GMM_K90

0.691351

0.403786

0.691351

0.794282

0.612037

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UMAP

GMM_K90

0.689032

0.400206

0.689032

0.788152

0.612058

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UMAP

GMM_K90

0.684204

0.38864

0.684204

0.784839

0.606444

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UMAP

GMM_K90

0.681025

0.385937

0.681025

0.781588

0.60339

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UMAP

GMM_K90

0.679489

0.379018

0.679489

0.780086

0.601873

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UMAP

GMM_K90

0.680735

0.378413

0.680735

0.781742

0.602843

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UMAP

GMM_K90

0.67909

0.402921

0.67909

0.777266

0.602934

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UMAP

GMM_K90

0.681905

0.389896

0.681905

0.782357

0.604314

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UMAP

GMM_K90

0.688252

0.408617

0.688252

0.787583

0.611171

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UMAP

GMM_K90

0.676973

0.370828

0.676973

0.777337

0.599562

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UMAP

GMM_K90

0.681729

0.381949

0.681729

0.782869

0.603732

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UMAP

GMM_K90

0.683075

0.386363

0.683075

0.784948

0.604608

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UMAP

GMM_K90

0.681231

0.386977

0.681231

0.782039

0.603444

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UMAP

GMM_K90

0.695455

0.429114

0.695455

0.795444

0.617796

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UMAP

GMM_K90

0.689621

0.406567

0.689621

0.789115

0.612407

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UMAP

GMM_K90

0.692441

0.400402

0.692441

0.794883

0.613389

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UMAP

GMM_K90

0.696403

0.433397

0.696403

0.797172

0.618252

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UMAP

GMM_K90

0.692927

0.412462

0.692927

0.793823

0.614787

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UMAP

GMM_K90

0.69324

0.406299

0.69324

0.795837

0.614075

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UMAP

GMM_K90

0.698371

0.431979

0.698371

0.797702

0.621038

90

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UMAP

GMM_K90

0.690779

0.405406

0.690779

0.793352

0.611693

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UMAP

GMM_K90

0.695332

0.418546

0.695332

0.796447

0.616999

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UMAP

GMM_K90

0.695216

0.407213

0.695216

0.797298

0.616308

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UMAP

GMM_K90

0.684393

0.388371

0.684393

0.785401

0.606406

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UMAP

GMM_K90

0.68098

0.389425

0.68098

0.781604

0.60331

90

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UMAP

GMM_K90

0.687359

0.39848

0.687359

0.787698

0.609695

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UMAP

GMM_K90

0.687234

0.403766

0.687234

0.788259

0.609162

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UMAP

GMM_K90

0.685302

0.399799

0.685302

0.785867

0.607555

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UMAP

GMM_K90

0.690347

0.440537

0.690347

0.788509

0.61392

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UMAP

GMM_K90

0.68308

0.396152

0.68308

0.784861

0.604667

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UMAP

GMM_K90

0.684771

0.387339

0.684771

0.786401

0.606402

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GMM_K90

0.683336

0.393873

0.683336

0.783896

0.605643

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UMAP

GMM_K90

0.684113

0.382067

0.684113

0.785939

0.605645

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GMM_K90

0.669076

0.366798

0.669076

0.768429

0.592474

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GMM_K90

0.668532

0.370365

0.668532

0.767184

0.59236

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GMM_K90

0.67169

0.367144

0.67169

0.772542

0.594128

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GMM_K90

0.67503

0.362967

0.67503

0.775311

0.597719

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GMM_K90

0.671796

0.380879

0.671796

0.770291

0.595634

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GMM_K90

0.674628

0.374249

0.674628

0.775045

0.597247

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GMM_K90

0.672261

0.373977

0.672261

0.772432

0.595089

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GMM_K90

0.673306

0.386701

0.673306

0.771838

0.597083

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GMM_K90

0.66618

0.369001

0.66618

0.763167

0.591064

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GMM_K90

0.671445

0.357174

0.671445

0.772343

0.593864

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GMM_K90

0.668622

0.37304

0.668622

0.765317

0.59362

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GMM_K90

0.662004

0.361166

0.662004

0.760689

0.585984

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GMM_K90

0.672166

0.388706

0.672166

0.771199

0.595673

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UMAP

GMM_K90

0.67209

0.387406

0.67209

0.771375

0.59545

90

30

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UMAP

GMM_K90

0.661548

0.35981

0.661548

0.759727

0.58584

90

30

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clip_vitl14

UMAP

GMM_K90

0.672135

0.382233

0.672135

0.769908

0.596397

90

30

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clip_vitl14

UMAP

GMM_K90

0.67005

0.363289

0.67005

0.769662

0.593268

90

30

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UMAP

GMM_K90

0.661823

0.360177

0.661823

0.759758

0.586253

90

30

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UMAP

GMM_K90

0.668544

0.367594

0.668544

0.765557

0.593354

90

30

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clip_vitl14

UMAP

GMM_K90

0.669397

0.377728

0.669397

0.769039

0.592613

90

30

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clip_vitl14

UMAP

GMM_K90

0.66341

0.362617

0.66341

0.762669

0.587012

90

30

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UMAP

GMM_K90

0.654465

0.344519

0.654465

0.753804

0.57826

90

30

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clip_vitl14

UMAP

GMM_K90

0.657535

0.343019

0.657535

0.756035

0.581742

90

30

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UMAP

GMM_K90

0.657798

0.344077

0.657798

0.756877

0.581656

90

30

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clip_vitl14

UMAP

GMM_K90

0.661289

0.371105

0.661289

0.759158

0.585772

90

30

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clip_vitl14

UMAP

GMM_K90

0.656051

0.351182

0.656051

0.752462

0.58154

90

30

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clip_vitl14

UMAP

GMM_K90

0.659423

0.376713

0.659423

0.756075

0.584681

90

30

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clip_vitl14

UMAP

GMM_K90

0.660042

0.353492

0.660042

0.758299

0.584328

90

30

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clip_vitl14

UMAP

GMM_K90

0.659166

0.35888

0.659166

0.757682

0.583321

90

30

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clip_vitl14

UMAP

GMM_K90

0.655651

0.352792

0.655651

0.754514

0.579695

90

30

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clip_vitl14

UMAP

GMM_K90

0.658324

0.351819

0.658324

0.758531

0.581503

90

30

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UMAP

GMM_K90

0.66369

0.37173

0.66369

0.761784

0.587976

90

30

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UMAP

GMM_K90

0.662614

0.359828

0.662614

0.761052

0.586724

90

30

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UMAP

GMM_K90

0.667197

0.373349

0.667197

0.76551

0.591262

90

30

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UMAP

GMM_K90

0.665762

0.373805

0.665762

0.763528

0.590191

90

30

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UMAP

GMM_K90

0.662669

0.362367

0.662669

0.760818

0.58695

90

30

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UMAP

GMM_K90

0.670287

0.385235

0.670287

0.768566

0.594293

90

30

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clip_vitl14

UMAP

GMM_K90

0.664272

0.370788

0.664272

0.763441

0.587904

90

30

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clip_vitl14

UMAP

GMM_K90

0.664216

0.348324

0.664216

0.761171

0.58917

90

30

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UMAP

GMM_K90

0.659545

0.365509

0.659545

0.756083

0.584867

90

30

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UMAP

GMM_K90

0.66128

0.374714

0.66128

0.75915

0.585763

90

30

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UMAP

GMM_K90

0.66101

0.355117

0.66101

0.759335

0.58523

90

30

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UMAP

GMM_K90

0.657759

0.356422

0.657759

0.753142

0.58382

90

30

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UMAP

GMM_K90

0.655988

0.350574

0.655988

0.754293

0.580353

90

30

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UMAP

GMM_K90

0.66113

0.348835

0.66113

0.758679

0.585809

90

30

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UMAP

GMM_K90

0.664542

0.38711

0.664542

0.761994

0.58919

90

30

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UMAP

GMM_K90

0.6504

0.354858

0.6504

0.746999

0.575924

90

30

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UMAP

GMM_K90

0.663165

0.363925

0.663165

0.762752

0.58658

90

30

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UMAP

GMM_K90

0.66375

0.378254

0.66375

0.761739

0.588098

90

30

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UMAP

GMM_K90

0.664153

0.363917

0.664153

0.764024

0.587373

90

30

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UMAP

GMM_K90

0.658319

0.358274

0.658319

0.757098

0.58234

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30

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UMAP

GMM_K90

0.663566

0.369808

0.663566

0.762902

0.587118

90

30

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UMAP

GMM_K90

0.656648

0.350702

0.656648

0.754713

0.581136

90

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UMAP

GMM_K90

0.664659

0.375732

0.664659

0.761415

0.58972

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UMAP

GMM_K90

0.66337

0.368027

0.66337

0.762855

0.586839

90

30

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UMAP

GMM_K90

0.659186

0.355809

0.659186

0.758307

0.582982

90

30

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UMAP

GMM_K90

0.664795

0.367533

0.664795

0.763788

0.588518

90

30

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UMAP

GMM_K90

0.664124

0.367622

0.664124

0.76231

0.588345

90

30

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UMAP

GMM_K90

0.659699

0.367877

0.659699

0.756633

0.584781

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30

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UMAP

GMM_K90

0.665706

0.372399

0.665706

0.763832

0.589921

90

30

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