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	0.635258	0.155958	0.635258	0.676165	0.599018	137	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.635172	0.155041	0.635172	0.676586	0.598535	139	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.63665	0.160302	0.63665	0.683059	0.596147	142	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.6321	0.158135	0.6321	0.680777	0.589919	146	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.63075	0.141963	0.63075	0.680444	0.58782	160	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.633055	0.149839	0.633055	0.68812	0.58615	162	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.639526	0.167925	0.639526	0.686486	0.59858	144	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.640952	0.166962	0.640952	0.677985	0.607754	128	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.633528	0.15453	0.633528	0.675966	0.596104	147	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.629097	0.148861	0.629097	0.672784	0.590738	146	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.63526	0.152595	0.63526	0.665421	0.607715	140	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.631127	0.165653	0.631127	0.672	0.594942	138	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.634343	0.161731	0.634343	0.664798	0.606555	128	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.632539	0.1484	0.632539	0.663128	0.604647	144	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.6298	0.152296	0.6298	0.670465	0.593786	144	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.631452	0.158457	0.631452	0.667719	0.598922	140	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.629506	0.153973	0.629506	0.664448	0.598055	142	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.626799	0.153004	0.626799	0.662987	0.594356	146	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.630994	0.163414	0.630994	0.667681	0.598129	137	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.632521	0.161987	0.632521	0.661643	0.605853	126	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.644144	0.158813	0.644144	0.677111	0.614237	136	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.647812	0.18021	0.647812	0.679755	0.618737	136	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.646706	0.166323	0.646706	0.6733	0.622132	128	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.64973	0.174685	0.64973	0.682137	0.620262	137	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.64592	0.160785	0.64592	0.673702	0.620339	132	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.650041	0.168221	0.650041	0.673536	0.628131	116	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.650002	0.177267	0.650002	0.680151	0.622413	123	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.649241	0.171494	0.649241	0.680613	0.620635	141	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.647433	0.172241	0.647433	0.682443	0.615839	138	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.647721	0.162136	0.647721	0.676398	0.621377	130	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.638939	0.161706	0.638939	0.674323	0.607083	134	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.631339	0.171206	0.631339	0.679947	0.589217	151	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.635086	0.170473	0.635086	0.68115	0.594857	147	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.640483	0.16679	0.640483	0.672585	0.611305	135	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.632637	0.166328	0.632637	0.674237	0.595872	143	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.639875	0.178189	0.639875	0.685085	0.600263	154	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.63289	0.154824	0.63289	0.67076	0.599067	135	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.636984	0.155988	0.636984	0.673076	0.604566	138	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.638054	0.167666	0.638054	0.673458	0.606187	133	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.633047	0.175427	0.633047	0.673041	0.59754	144	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_aves_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.610398	0.125665	0.610398	0.658111	0.569135	167	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.608713	0.118778	0.608713	0.646979	0.574721	150	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60992	0.123221	0.60992	0.658448	0.568054	171	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.611729	0.122278	0.611729	0.656609	0.572591	165	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.611414	0.126345	0.611414	0.655378	0.572978	156	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.605736	0.11459	0.605736	0.65434	0.563854	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.609233	0.12318	0.609233	0.661336	0.56474	171	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.606431	0.113423	0.606431	0.653417	0.565749	169	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.614033	0.120816	0.614033	0.658412	0.575259	155	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.615717	0.128675	0.615717	0.661897	0.575561	161	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.612908	0.139634	0.612908	0.656523	0.574727	164	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.603832	0.126715	0.603832	0.655265	0.559886	183	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.612166	0.136496	0.612166	0.658471	0.571946	160	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60982	0.126029	0.60982	0.653347	0.571731	153	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.611585	0.142437	0.611585	0.650433	0.577117	155	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.607752	0.139622	0.607752	0.652278	0.568917	156	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.607669	0.13153	0.607669	0.65904	0.563727	175	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.610906	0.136286	0.610906	0.652203	0.574528	154	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.608141	0.122427	0.608141	0.662712	0.561873	182	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.618604	0.145688	0.618604	0.657576	0.583994	147	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.611249	0.137764	0.611249	0.663484	0.566639	173	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60816	0.133216	0.60816	0.65323	0.568909	170	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.609896	0.133689	0.609896	0.658617	0.567886	165	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.612408	0.131747	0.612408	0.650351	0.578648	155	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60477	0.122909	0.60477	0.658048	0.559473	184	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.603929	0.117433	0.603929	0.650045	0.563922	163	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.603929	0.116997	0.603929	0.638802	0.572667	135	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.609034	0.124708	0.609034	0.66147	0.564301	177	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.609075	0.133639	0.609075	0.655033	0.569142	170	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60118	0.115593	0.60118	0.647033	0.561396	165	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.612637	0.129323	0.612637	0.656149	0.574537	159	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.614566	0.135341	0.614566	0.663814	0.572121	162	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.612321	0.137281	0.612321	0.667116	0.565845	171	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.608207	0.131054	0.608207	0.654004	0.568404	150	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.61464	0.138517	0.61464	0.663756	0.572293	168	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.611889	0.136839	0.611889	0.653775	0.575047	155	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.613753	0.136388	0.613753	0.664541	0.570177	172	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.612239	0.145616	0.612239	0.663482	0.568344	161	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.609432	0.133958	0.609432	0.654924	0.569849	159	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.610947	0.131124	0.610947	0.657179	0.570793	161	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60289	0.131412	0.60289	0.653949	0.559226	163	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.603259	0.123225	0.603259	0.657637	0.557186	169	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.604838	0.134762	0.604838	0.659153	0.558793	173	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.603611	0.132477	0.603611	0.655382	0.559421	165	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.606233	0.134408	0.606233	0.660496	0.56021	184	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.606787	0.131403	0.606787	0.666104	0.557171	178	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.602118	0.130336	0.602118	0.653471	0.558248	167	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60608	0.129064	0.60608	0.656602	0.562777	157	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.60702	0.141298	0.60702	0.657136	0.564007	165	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.601848	0.125506	0.601848	0.651862	0.558963	160	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.617104	0.139658	0.617104	0.662157	0.577791	148	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.615196	0.136063	0.615196	0.670983	0.567974	177	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.606977	0.122331	0.606977	0.650423	0.568971	164	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.613764	0.137654	0.613764	0.6626	0.571632	162	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.610981	0.120991	0.610981	0.652943	0.574086	159	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.613879	0.129844	0.613879	0.657586	0.575619	164	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.608392	0.122063	0.608392	0.657862	0.565841	172	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.618198	0.136635	0.618198	0.66503	0.577529	165	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.615607	0.140791	0.615607	0.662674	0.574783	162	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_5_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	DBSCAN	0.610383	0.123746	0.610383	0.663654	0.565029	179	30	clip_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\clip_vitl14_mammalia_5_UMAP_9\analysis_summary.json

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UMAP

DBSCAN

0.635258

0.155958

0.635258

0.676165

0.599018

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UMAP

DBSCAN

0.635172

0.155041

0.635172

0.676586

0.598535

139

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UMAP

DBSCAN

0.63665

0.160302

0.63665

0.683059

0.596147

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UMAP

DBSCAN

0.6321

0.158135

0.6321

0.680777

0.589919

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UMAP

DBSCAN

0.63075

0.141963

0.63075

0.680444

0.58782

160

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UMAP

DBSCAN

0.633055

0.149839

0.633055

0.68812

0.58615

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UMAP

DBSCAN

0.639526

0.167925

0.639526

0.686486

0.59858

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UMAP

DBSCAN

0.640952

0.166962

0.640952

0.677985

0.607754

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UMAP

DBSCAN

0.633528

0.15453

0.633528

0.675966

0.596104

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UMAP

DBSCAN

0.629097

0.148861

0.629097

0.672784

0.590738

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UMAP

DBSCAN

0.63526

0.152595

0.63526

0.665421

0.607715

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UMAP

DBSCAN

0.631127

0.165653

0.631127

0.672

0.594942

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UMAP

DBSCAN

0.634343

0.161731

0.634343

0.664798

0.606555

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UMAP

DBSCAN

0.632539

0.1484

0.632539

0.663128

0.604647

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UMAP

DBSCAN

0.6298

0.152296

0.6298

0.670465

0.593786

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UMAP

DBSCAN

0.631452

0.158457

0.631452

0.667719

0.598922

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UMAP

DBSCAN

0.629506

0.153973

0.629506

0.664448

0.598055

142

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UMAP

DBSCAN

0.626799

0.153004

0.626799

0.662987

0.594356

146

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UMAP

DBSCAN

0.630994

0.163414

0.630994

0.667681

0.598129

137

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UMAP

DBSCAN

0.632521

0.161987

0.632521

0.661643

0.605853

126

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UMAP

DBSCAN

0.644144

0.158813

0.644144

0.677111

0.614237

136

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UMAP

DBSCAN

0.647812

0.18021

0.647812

0.679755

0.618737

136

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UMAP

DBSCAN

0.646706

0.166323

0.646706

0.6733

0.622132

128

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UMAP

DBSCAN

0.64973

0.174685

0.64973

0.682137

0.620262

137

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UMAP

DBSCAN

0.64592

0.160785

0.64592

0.673702

0.620339

132

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UMAP

DBSCAN

0.650041

0.168221

0.650041

0.673536

0.628131

116

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UMAP

DBSCAN

0.650002

0.177267

0.650002

0.680151

0.622413

123

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UMAP

DBSCAN

0.649241

0.171494

0.649241

0.680613

0.620635

141

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UMAP

DBSCAN

0.647433

0.172241

0.647433

0.682443

0.615839

138

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UMAP

DBSCAN

0.647721

0.162136

0.647721

0.676398

0.621377

130

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UMAP

DBSCAN

0.638939

0.161706

0.638939

0.674323

0.607083

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UMAP

DBSCAN

0.631339

0.171206

0.631339

0.679947

0.589217

151

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UMAP

DBSCAN

0.635086

0.170473

0.635086

0.68115

0.594857

147

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UMAP

DBSCAN

0.640483

0.16679

0.640483

0.672585

0.611305

135

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UMAP

DBSCAN

0.632637

0.166328

0.632637

0.674237

0.595872

143

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UMAP

DBSCAN

0.639875

0.178189

0.639875

0.685085

0.600263

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UMAP

DBSCAN

0.63289

0.154824

0.63289

0.67076

0.599067

135

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UMAP

DBSCAN

0.636984

0.155988

0.636984

0.673076

0.604566

138

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UMAP

DBSCAN

0.638054

0.167666

0.638054

0.673458

0.606187

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UMAP

DBSCAN

0.633047

0.175427

0.633047

0.673041

0.59754

144

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UMAP

DBSCAN

0.610398

0.125665

0.610398

0.658111

0.569135

167

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UMAP

DBSCAN

0.608713

0.118778

0.608713

0.646979

0.574721

150

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UMAP

DBSCAN

0.60992

0.123221

0.60992

0.658448

0.568054

171

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UMAP

DBSCAN

0.611729

0.122278

0.611729

0.656609

0.572591

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UMAP

DBSCAN

0.611414

0.126345

0.611414

0.655378

0.572978

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UMAP

DBSCAN

0.605736

0.11459

0.605736

0.65434

0.563854

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UMAP

DBSCAN

0.609233

0.12318

0.609233

0.661336

0.56474

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UMAP

DBSCAN

0.606431

0.113423

0.606431

0.653417

0.565749

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UMAP

DBSCAN

0.614033

0.120816

0.614033

0.658412

0.575259

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UMAP

DBSCAN

0.615717

0.128675

0.615717

0.661897

0.575561

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UMAP

DBSCAN

0.612908

0.139634

0.612908

0.656523

0.574727

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UMAP

DBSCAN

0.603832

0.126715

0.603832

0.655265

0.559886

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DBSCAN

0.612166

0.136496

0.612166

0.658471

0.571946

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UMAP

DBSCAN

0.60982

0.126029

0.60982

0.653347

0.571731

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UMAP

DBSCAN

0.611585

0.142437

0.611585

0.650433

0.577117

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DBSCAN

0.607752

0.139622

0.607752

0.652278

0.568917

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UMAP

DBSCAN

0.607669

0.13153

0.607669

0.65904

0.563727

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DBSCAN

0.610906

0.136286

0.610906

0.652203

0.574528

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UMAP

DBSCAN

0.608141

0.122427

0.608141

0.662712

0.561873

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UMAP

DBSCAN

0.618604

0.145688

0.618604

0.657576

0.583994

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UMAP

DBSCAN

0.611249

0.137764

0.611249

0.663484

0.566639

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UMAP

DBSCAN

0.60816

0.133216

0.60816

0.65323

0.568909

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UMAP

DBSCAN

0.609896

0.133689

0.609896

0.658617

0.567886

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UMAP

DBSCAN

0.612408

0.131747

0.612408

0.650351

0.578648

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UMAP

DBSCAN

0.60477

0.122909

0.60477

0.658048

0.559473

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UMAP

DBSCAN

0.603929

0.117433

0.603929

0.650045

0.563922

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UMAP

DBSCAN

0.603929

0.116997

0.603929

0.638802

0.572667

135

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UMAP

DBSCAN

0.609034

0.124708

0.609034

0.66147

0.564301

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UMAP

DBSCAN

0.609075

0.133639

0.609075

0.655033

0.569142

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UMAP

DBSCAN

0.60118

0.115593

0.60118

0.647033

0.561396

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UMAP

DBSCAN

0.612637

0.129323

0.612637

0.656149

0.574537

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UMAP

DBSCAN

0.614566

0.135341

0.614566

0.663814

0.572121

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UMAP

DBSCAN

0.612321

0.137281

0.612321

0.667116

0.565845

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UMAP

DBSCAN

0.608207

0.131054

0.608207

0.654004

0.568404

150

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UMAP

DBSCAN

0.61464

0.138517

0.61464

0.663756

0.572293

168

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UMAP

DBSCAN

0.611889

0.136839

0.611889

0.653775

0.575047

155

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UMAP

DBSCAN

0.613753

0.136388

0.613753

0.664541

0.570177

172

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UMAP

DBSCAN

0.612239

0.145616

0.612239

0.663482

0.568344

161

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UMAP

DBSCAN

0.609432

0.133958

0.609432

0.654924

0.569849

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UMAP

DBSCAN

0.610947

0.131124

0.610947

0.657179

0.570793

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UMAP

DBSCAN

0.60289

0.131412

0.60289

0.653949

0.559226

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UMAP

DBSCAN

0.603259

0.123225

0.603259

0.657637

0.557186

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UMAP

DBSCAN

0.604838

0.134762

0.604838

0.659153

0.558793

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UMAP

DBSCAN

0.603611

0.132477

0.603611

0.655382

0.559421

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UMAP

DBSCAN

0.606233

0.134408

0.606233

0.660496

0.56021

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UMAP

DBSCAN

0.606787

0.131403

0.606787

0.666104

0.557171

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UMAP

DBSCAN

0.602118

0.130336

0.602118

0.653471

0.558248

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UMAP

DBSCAN

0.60608

0.129064

0.60608

0.656602

0.562777

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UMAP

DBSCAN

0.60702

0.141298

0.60702

0.657136

0.564007

165

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UMAP

DBSCAN

0.601848

0.125506

0.601848

0.651862

0.558963

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UMAP

DBSCAN

0.617104

0.139658

0.617104

0.662157

0.577791

148

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UMAP

DBSCAN

0.615196

0.136063

0.615196

0.670983

0.567974

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UMAP

DBSCAN

0.606977

0.122331

0.606977

0.650423

0.568971

164

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UMAP

DBSCAN

0.613764

0.137654

0.613764

0.6626

0.571632

162

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UMAP

DBSCAN

0.610981

0.120991

0.610981

0.652943

0.574086

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UMAP

DBSCAN

0.613879

0.129844

0.613879

0.657586

0.575619

164

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UMAP

DBSCAN

0.608392

0.122063

0.608392

0.657862

0.565841

172

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UMAP

DBSCAN

0.618198

0.136635

0.618198

0.66503

0.577529

165

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UMAP

DBSCAN

0.615607

0.140791

0.615607

0.662674

0.574783

162

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UMAP

DBSCAN

0.610383

0.123746

0.610383

0.663654

0.565029

179

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