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	DBSCAN	0.609655	0.133572	0.609655	0.660378	0.566168	168	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.614273	0.126596	0.614273	0.665155	0.570623	168	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.612709	0.133741	0.612709	0.662751	0.569693	163	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.608594	0.134111	0.608594	0.660976	0.563905	153	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.609251	0.127474	0.609251	0.65512	0.569386	167	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.61045	0.125606	0.61045	0.650164	0.575309	153	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.609627	0.128444	0.609627	0.649821	0.574116	156	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.611204	0.132638	0.611204	0.66322	0.566754	170	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.616159	0.141246	0.616159	0.665858	0.573364	157	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.610846	0.129867	0.610846	0.661958	0.567062	161	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.612093	0.147384	0.612093	0.661358	0.569658	151	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.603537	0.129433	0.603537	0.652267	0.561583	162	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.603416	0.133813	0.603416	0.652408	0.561268	159	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.604584	0.128508	0.604584	0.653359	0.562585	170	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60285	0.127963	0.60285	0.646105	0.565023	161	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.602715	0.140148	0.602715	0.653984	0.5589	170	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.607177	0.133605	0.607177	0.654105	0.566533	157	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60448	0.137568	0.60448	0.651905	0.563487	154	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.608305	0.131174	0.608305	0.656363	0.566804	156	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.602092	0.134845	0.602092	0.655288	0.556885	161	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60996	0.121716	0.60996	0.653852	0.57159	151	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.605496	0.118107	0.605496	0.642383	0.572616	144	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.613339	0.126029	0.613339	0.654378	0.577143	159	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.609853	0.128302	0.609853	0.653768	0.571466	156	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.614012	0.129043	0.614012	0.659185	0.574634	157	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60962	0.130359	0.60962	0.654047	0.570845	162	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.616828	0.132145	0.616828	0.65752	0.580878	151	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.616108	0.132265	0.616108	0.656	0.58079	154	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.611007	0.123406	0.611007	0.664312	0.565621	167	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.610737	0.122623	0.610737	0.651265	0.574957	155	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.614496	0.130732	0.614496	0.656984	0.57717	157	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.616783	0.136912	0.616783	0.654325	0.583315	149	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.611648	0.127419	0.611648	0.660755	0.569335	173	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.611307	0.137177	0.611307	0.643485	0.582193	135	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.61323	0.123324	0.61323	0.655389	0.576166	154	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.617813	0.135362	0.617813	0.66215	0.57904	153	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.621982	0.134781	0.621982	0.661671	0.586785	150	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.618205	0.132979	0.618205	0.666858	0.576169	161	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.617879	0.126123	0.617879	0.664737	0.577192	161	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.61996	0.140334	0.61996	0.658643	0.585569	155	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.628346	0.29509	0.628346	0.544946	0.741886	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.615698	0.313326	0.615698	0.537617	0.720313	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.604217	0.296251	0.604217	0.526764	0.708371	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.633213	0.343879	0.633213	0.557012	0.733568	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.62487	0.307567	0.62487	0.543774	0.734395	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.624341	0.31203	0.624341	0.544659	0.731334	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.613093	0.322699	0.613093	0.536135	0.715847	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.608208	0.289412	0.608208	0.527421	0.718221	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.613796	0.253127	0.613796	0.525052	0.73864	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.606396	0.315216	0.606396	0.53192	0.705124	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.587827	0.290629	0.587827	0.513482	0.687344	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.602806	0.317033	0.602806	0.52967	0.699376	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.583968	0.274422	0.583968	0.501966	0.697994	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.592322	0.267254	0.592322	0.511889	0.702744	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.605425	0.302666	0.605425	0.529446	0.706866	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.62327	0.284431	0.62327	0.540428	0.736107	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.618688	0.281357	0.618688	0.532294	0.738559	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.595636	0.296807	0.595636	0.520358	0.696377	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.600498	0.27286	0.600498	0.518533	0.713241	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.593608	0.265167	0.593608	0.514164	0.702089	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.601773	0.248655	0.601773	0.51594	0.721863	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.59599	0.259434	0.59599	0.514124	0.708865	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.598364	0.290385	0.598364	0.522359	0.700254	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.602749	0.289361	0.602749	0.524487	0.708464	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.580791	0.28875	0.580791	0.509876	0.674618	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.600181	0.305629	0.600181	0.526127	0.698497	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.610919	0.300224	0.610919	0.532367	0.716666	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.598484	0.293449	0.598484	0.521362	0.702384	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.597825	0.302701	0.597825	0.523851	0.696128	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.601354	0.300126	0.601354	0.528458	0.697579	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.610908	0.28675	0.610908	0.532068	0.717175	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.615674	0.331224	0.615674	0.539308	0.717235	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.619488	0.322898	0.619488	0.541276	0.72412	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.622018	0.301344	0.622018	0.538464	0.736265	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.604315	0.288144	0.604315	0.526476	0.709163	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.626293	0.320545	0.626293	0.5447	0.736637	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.604349	0.290662	0.604349	0.526077	0.709983	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.621269	0.305713	0.621269	0.538204	0.734654	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.623578	0.320371	0.623578	0.54525	0.728185	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.606118	0.256891	0.606118	0.516442	0.733481	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.625935	0.304935	0.625935	0.545277	0.734598	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.644107	0.303873	0.644107	0.556507	0.764437	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.610788	0.309398	0.610788	0.530804	0.719152	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.624681	0.304766	0.624681	0.542105	0.736934	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.606432	0.272624	0.606432	0.525407	0.717004	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.618143	0.29967	0.618143	0.540666	0.72154	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.616949	0.31672	0.616949	0.540929	0.717831	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.624205	0.302371	0.624205	0.541312	0.737077	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.615714	0.314748	0.615714	0.541308	0.713835	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.624	0.317414	0.624	0.546905	0.726398	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.605846	0.294612	0.605846	0.526852	0.712706	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.598393	0.281138	0.598393	0.519873	0.704851	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.593829	0.331817	0.593829	0.526707	0.680556	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.604225	0.27341	0.604225	0.5248	0.711978	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.590394	0.310781	0.590394	0.518602	0.685258	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.600985	0.283869	0.600985	0.521359	0.709315	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.601877	0.303434	0.601877	0.528101	0.699613	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.605038	0.317579	0.605038	0.533486	0.698756	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.606364	0.321592	0.606364	0.534021	0.701378	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_5_UMAP_8\analysis_summary.json
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0.609655

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DBSCAN

0.614273

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0.614273

0.665155

0.570623

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UMAP

DBSCAN

0.612709

0.133741

0.612709

0.662751

0.569693

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DBSCAN

0.608594

0.134111

0.608594

0.660976

0.563905

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DBSCAN

0.609251

0.127474

0.609251

0.65512

0.569386

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DBSCAN

0.61045

0.125606

0.61045

0.650164

0.575309

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DBSCAN

0.609627

0.128444

0.609627

0.649821

0.574116

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DBSCAN

0.611204

0.132638

0.611204

0.66322

0.566754

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UMAP

DBSCAN

0.616159

0.141246

0.616159

0.665858

0.573364

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DBSCAN

0.610846

0.129867

0.610846

0.661958

0.567062

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DBSCAN

0.612093

0.147384

0.612093

0.661358

0.569658

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DBSCAN

0.603537

0.129433

0.603537

0.652267

0.561583

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DBSCAN

0.603416

0.133813

0.603416

0.652408

0.561268

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DBSCAN

0.604584

0.128508

0.604584

0.653359

0.562585

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UMAP

DBSCAN

0.60285

0.127963

0.60285

0.646105

0.565023

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UMAP

DBSCAN

0.602715

0.140148

0.602715

0.653984

0.5589

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UMAP

DBSCAN

0.607177

0.133605

0.607177

0.654105

0.566533

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UMAP

DBSCAN

0.60448

0.137568

0.60448

0.651905

0.563487

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UMAP

DBSCAN

0.608305

0.131174

0.608305

0.656363

0.566804

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UMAP

DBSCAN

0.602092

0.134845

0.602092

0.655288

0.556885

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UMAP

DBSCAN

0.60996

0.121716

0.60996

0.653852

0.57159

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UMAP

DBSCAN

0.605496

0.118107

0.605496

0.642383

0.572616

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UMAP

DBSCAN

0.613339

0.126029

0.613339

0.654378

0.577143

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UMAP

DBSCAN

0.609853

0.128302

0.609853

0.653768

0.571466

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UMAP

DBSCAN

0.614012

0.129043

0.614012

0.659185

0.574634

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UMAP

DBSCAN

0.60962

0.130359

0.60962

0.654047

0.570845

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UMAP

DBSCAN

0.616828

0.132145

0.616828

0.65752

0.580878

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DBSCAN

0.616108

0.132265

0.616108

0.656

0.58079

154

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UMAP

DBSCAN

0.611007

0.123406

0.611007

0.664312

0.565621

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DBSCAN

0.610737

0.122623

0.610737

0.651265

0.574957

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DBSCAN

0.614496

0.130732

0.614496

0.656984

0.57717

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UMAP

DBSCAN

0.616783

0.136912

0.616783

0.654325

0.583315

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UMAP

DBSCAN

0.611648

0.127419

0.611648

0.660755

0.569335

173

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UMAP

DBSCAN

0.611307

0.137177

0.611307

0.643485

0.582193

135

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DBSCAN

0.61323

0.123324

0.61323

0.655389

0.576166

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DBSCAN

0.617813

0.135362

0.617813

0.66215

0.57904

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UMAP

DBSCAN

0.621982

0.134781

0.621982

0.661671

0.586785

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DBSCAN

0.618205

0.132979

0.618205

0.666858

0.576169

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DBSCAN

0.617879

0.126123

0.617879

0.664737

0.577192

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DBSCAN

0.61996

0.140334

0.61996

0.658643

0.585569

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UMAP

GMM_K15

0.628346

0.29509

0.628346

0.544946

0.741886

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GMM_K15

0.615698

0.313326

0.615698

0.537617

0.720313

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GMM_K15

0.604217

0.296251

0.604217

0.526764

0.708371

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UMAP

GMM_K15

0.633213

0.343879

0.633213

0.557012

0.733568

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GMM_K15

0.62487

0.307567

0.62487

0.543774

0.734395

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UMAP

GMM_K15

0.624341

0.31203

0.624341

0.544659

0.731334

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UMAP

GMM_K15

0.613093

0.322699

0.613093

0.536135

0.715847

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GMM_K15

0.608208

0.289412

0.608208

0.527421

0.718221

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GMM_K15

0.613796

0.253127

0.613796

0.525052

0.73864

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GMM_K15

0.606396

0.315216

0.606396

0.53192

0.705124

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GMM_K15

0.587827

0.290629

0.587827

0.513482

0.687344

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GMM_K15

0.602806

0.317033

0.602806

0.52967

0.699376

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GMM_K15

0.583968

0.274422

0.583968

0.501966

0.697994

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GMM_K15

0.592322

0.267254

0.592322

0.511889

0.702744

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GMM_K15

0.605425

0.302666

0.605425

0.529446

0.706866

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GMM_K15

0.62327

0.284431

0.62327

0.540428

0.736107

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UMAP

GMM_K15

0.618688

0.281357

0.618688

0.532294

0.738559

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UMAP

GMM_K15

0.595636

0.296807

0.595636

0.520358

0.696377

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UMAP

GMM_K15

0.600498

0.27286

0.600498

0.518533

0.713241

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UMAP

GMM_K15

0.593608

0.265167

0.593608

0.514164

0.702089

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UMAP

GMM_K15

0.601773

0.248655

0.601773

0.51594

0.721863

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UMAP

GMM_K15

0.59599

0.259434

0.59599

0.514124

0.708865

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UMAP

GMM_K15

0.598364

0.290385

0.598364

0.522359

0.700254

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UMAP

GMM_K15

0.602749

0.289361

0.602749

0.524487

0.708464

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UMAP

GMM_K15

0.580791

0.28875

0.580791

0.509876

0.674618

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UMAP

GMM_K15

0.600181

0.305629

0.600181

0.526127

0.698497

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UMAP

GMM_K15

0.610919

0.300224

0.610919

0.532367

0.716666

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UMAP

GMM_K15

0.598484

0.293449

0.598484

0.521362

0.702384

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UMAP

GMM_K15

0.597825

0.302701

0.597825

0.523851

0.696128

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UMAP

GMM_K15

0.601354

0.300126

0.601354

0.528458

0.697579

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UMAP

GMM_K15

0.610908

0.28675

0.610908

0.532068

0.717175

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UMAP

GMM_K15

0.615674

0.331224

0.615674

0.539308

0.717235

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UMAP

GMM_K15

0.619488

0.322898

0.619488

0.541276

0.72412

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UMAP

GMM_K15

0.622018

0.301344

0.622018

0.538464

0.736265

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GMM_K15

0.604315

0.288144

0.604315

0.526476

0.709163

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UMAP

GMM_K15

0.626293

0.320545

0.626293

0.5447

0.736637

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UMAP

GMM_K15

0.604349

0.290662

0.604349

0.526077

0.709983

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GMM_K15

0.621269

0.305713

0.621269

0.538204

0.734654

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GMM_K15

0.623578

0.320371

0.623578

0.54525

0.728185

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GMM_K15

0.606118

0.256891

0.606118

0.516442

0.733481

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GMM_K15

0.625935

0.304935

0.625935

0.545277

0.734598

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GMM_K15

0.644107

0.303873

0.644107

0.556507

0.764437

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GMM_K15

0.610788

0.309398

0.610788

0.530804

0.719152

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GMM_K15

0.624681

0.304766

0.624681

0.542105

0.736934

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GMM_K15

0.606432

0.272624

0.606432

0.525407

0.717004

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GMM_K15

0.618143

0.29967

0.618143

0.540666

0.72154

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GMM_K15

0.616949

0.31672

0.616949

0.540929

0.717831

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GMM_K15

0.624205

0.302371

0.624205

0.541312

0.737077

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GMM_K15

0.615714

0.314748

0.615714

0.541308

0.713835

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GMM_K15

0.624

0.317414

0.624

0.546905

0.726398

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GMM_K15

0.605846

0.294612

0.605846

0.526852

0.712706

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GMM_K15

0.598393

0.281138

0.598393

0.519873

0.704851

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GMM_K15

0.593829

0.331817

0.593829

0.526707

0.680556

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GMM_K15

0.604225

0.27341

0.604225

0.5248

0.711978

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GMM_K15

0.590394

0.310781

0.590394

0.518602

0.685258

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GMM_K15

0.600985

0.283869

0.600985

0.521359

0.709315

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GMM_K15

0.601877

0.303434

0.601877

0.528101

0.699613

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GMM_K15

0.605038

0.317579

0.605038

0.533486

0.698756

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GMM_K15

0.606364

0.321592

0.606364

0.534021

0.701378

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GMM_K15

0.609996

0.278182

0.609996

0.528183

0.721798

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