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
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.617187	0.138233	0.617187	0.659435	0.580027	160	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.624828	0.153908	0.624828	0.669779	0.585531	160	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.620545	0.149657	0.620545	0.663045	0.583166	157	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.619367	0.13841	0.619367	0.662618	0.581416	160	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.621099	0.140142	0.621099	0.658631	0.587613	153	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.624551	0.160782	0.624551	0.66278	0.590491	145	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.621216	0.148005	0.621216	0.656687	0.58938	147	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.623533	0.143543	0.623533	0.665137	0.586828	157	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.622562	0.147448	0.622562	0.667895	0.582991	151	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.624058	0.150223	0.624058	0.664641	0.588146	153	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.623776	0.161565	0.623776	0.666275	0.586374	164	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.621481	0.141424	0.621481	0.656025	0.590392	154	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.627323	0.151144	0.627323	0.663854	0.594602	152	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.626811	0.154222	0.626811	0.65318	0.602489	139	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.615227	0.144671	0.615227	0.659357	0.576633	160	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.622643	0.152596	0.622643	0.661477	0.588116	156	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.619057	0.153347	0.619057	0.658859	0.58379	151	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.623476	0.157963	0.623476	0.660442	0.590429	154	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.621417	0.161036	0.621417	0.666948	0.581705	155	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	DBSCAN	0.620808	0.146308	0.620808	0.654803	0.590168	153	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.650843	0.245161	0.650843	0.551935	0.792938	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.670136	0.329299	0.670136	0.584219	0.785681	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.652989	0.32225	0.652989	0.56729	0.769187	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.661428	0.28832	0.661428	0.571363	0.785199	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.657909	0.316407	0.657909	0.57359	0.771289	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.669571	0.347376	0.669571	0.586063	0.780831	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.651201	0.310802	0.651201	0.566945	0.76487	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.663184	0.347438	0.663184	0.57971	0.774741	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.657443	0.316964	0.657443	0.571327	0.774126	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.656763	0.325661	0.656763	0.572917	0.769359	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.65277	0.283603	0.65277	0.563711	0.775251	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.656456	0.302986	0.656456	0.569486	0.774778	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.667144	0.335629	0.667144	0.584691	0.77667	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.661825	0.286751	0.661825	0.572875	0.783475	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.671805	0.329336	0.671805	0.586629	0.785918	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.673643	0.329636	0.673643	0.588564	0.787476	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.672942	0.329897	0.672942	0.587963	0.786637	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.669631	0.327328	0.669631	0.586239	0.780683	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.655838	0.332739	0.655838	0.576724	0.760108	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.663424	0.317973	0.663424	0.579523	0.775731	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.658912	0.268565	0.658912	0.562868	0.794477	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.658403	0.287252	0.658403	0.571915	0.775711	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.653649	0.353676	0.653649	0.577174	0.753487	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.648411	0.330651	0.648411	0.567608	0.756039	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.655398	0.300692	0.655398	0.571981	0.7673	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.646134	0.282233	0.646134	0.559001	0.765448	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.662734	0.285224	0.662734	0.571162	0.789276	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.648266	0.333159	0.648266	0.567408	0.756	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.653897	0.314949	0.653897	0.570175	0.766438	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.658961	0.290405	0.658961	0.573303	0.774713	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.674336	0.283917	0.674336	0.582704	0.800166	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.666232	0.305833	0.666232	0.576934	0.788235	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.639704	0.241035	0.639704	0.546972	0.7703	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.67866	0.294882	0.67866	0.584795	0.808419	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.645562	0.309305	0.645562	0.557125	0.767373	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.667862	0.311386	0.667862	0.574828	0.796824	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.66906	0.320699	0.66906	0.583436	0.784138	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.650881	0.275589	0.650881	0.561434	0.77423	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.665336	0.278167	0.665336	0.572624	0.793868	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.666113	0.325541	0.666113	0.582562	0.777643	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.657834	0.273522	0.657834	0.563284	0.790528	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.66683	0.260073	0.66683	0.570682	0.801939	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.659297	0.337815	0.659297	0.574654	0.773183	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.648458	0.32197	0.648458	0.566738	0.757717	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.646147	0.295461	0.646147	0.557557	0.768205	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.668412	0.315254	0.668412	0.580429	0.787833	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.651852	0.327856	0.651852	0.569591	0.761883	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.65998	0.313037	0.65998	0.575914	0.772782	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.657281	0.275711	0.657281	0.569015	0.77796	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.653063	0.317947	0.653063	0.570208	0.764089	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.672595	0.349711	0.672595	0.591262	0.779874	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.668004	0.25835	0.668004	0.569048	0.808621	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.667212	0.352481	0.667212	0.583438	0.779079	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.665066	0.322143	0.665066	0.582678	0.77459	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.655323	0.284727	0.655323	0.563773	0.78237	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.663396	0.339159	0.663396	0.575708	0.782596	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.658579	0.336898	0.658579	0.573343	0.773584	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.658212	0.28593	0.658212	0.57071	0.777405	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.661313	0.313334	0.661313	0.575198	0.777751	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.673328	0.33646	0.673328	0.583212	0.796382	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.659818	0.348103	0.659818	0.577077	0.770257	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.680991	0.351387	0.680991	0.595721	0.794749	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.667488	0.328656	0.667488	0.584423	0.778079	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.657845	0.278505	0.657845	0.567921	0.781603	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.674145	0.32152	0.674145	0.588265	0.789387	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.658073	0.33362	0.658073	0.575417	0.768458	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.664057	0.322145	0.664057	0.578312	0.779655	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.665992	0.350188	0.665992	0.581351	0.779478	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.666672	0.343629	0.666672	0.583603	0.777314	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.641583	0.249604	0.641583	0.544884	0.780008	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_9\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.654874	0.316099	0.654874	0.572021	0.765794	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_1\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.64939	0.266842	0.64939	0.561172	0.770517	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_10\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.672448	0.295555	0.672448	0.582142	0.795916	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_2\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.660296	0.350489	0.660296	0.5817	0.763448	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_3\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.654515	0.331147	0.654515	0.572217	0.764462	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_4\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.654468	0.324424	0.654468	0.573105	0.762755	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_5\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.646346	0.320719	0.646346	0.563912	0.757008	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_6\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.664661	0.300786	0.664661	0.573317	0.790627	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_7\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.65174	0.289764	0.65174	0.564012	0.771786	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_8\analysis_summary.json
BioCLIP 2 ViT-L/14	bioclip2_vitl14	UMAP	GMM_K15	0.649665	0.298952	0.649665	0.566052	0.762261	15	30	bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.617187

0.138233

0.617187

0.659435

0.580027

160

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.624828

0.153908

0.624828

0.669779

0.585531

160

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.620545

0.149657

0.620545

0.663045

0.583166

157

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.619367

0.13841

0.619367

0.662618

0.581416

160

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.621099

0.140142

0.621099

0.658631

0.587613

153

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.624551

0.160782

0.624551

0.66278

0.590491

145

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.621216

0.148005

0.621216

0.656687

0.58938

147

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.623533

0.143543

0.623533

0.665137

0.586828

157

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.622562

0.147448

0.622562

0.667895

0.582991

151

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.624058

0.150223

0.624058

0.664641

0.588146

153

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_8_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.623776

0.161565

0.623776

0.666275

0.586374

164

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.621481

0.141424

0.621481

0.656025

0.590392

154

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.627323

0.151144

0.627323

0.663854

0.594602

152

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.626811

0.154222

0.626811

0.65318

0.602489

139

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.615227

0.144671

0.615227

0.659357

0.576633

160

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.622643

0.152596

0.622643

0.661477

0.588116

156

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.619057

0.153347

0.619057

0.658859

0.58379

151

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.623476

0.157963

0.623476

0.660442

0.590429

154

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.621417

0.161036

0.621417

0.666948

0.581705

155

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

DBSCAN

0.620808

0.146308

0.620808

0.654803

0.590168

153

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\DBSCAN\bioclip2_vitl14_mammalia_9_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.650843

0.245161

0.650843

0.551935

0.792938

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.670136

0.329299

0.670136

0.584219

0.785681

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.652989

0.32225

0.652989

0.56729

0.769187

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.661428

0.28832

0.661428

0.571363

0.785199

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.657909

0.316407

0.657909

0.57359

0.771289

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.669571

0.347376

0.669571

0.586063

0.780831

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.651201

0.310802

0.651201

0.566945

0.76487

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.663184

0.347438

0.663184

0.57971

0.774741

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.657443

0.316964

0.657443

0.571327

0.774126

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.656763

0.325661

0.656763

0.572917

0.769359

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_10_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.65277

0.283603

0.65277

0.563711

0.775251

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.656456

0.302986

0.656456

0.569486

0.774778

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.667144

0.335629

0.667144

0.584691

0.77667

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.661825

0.286751

0.661825

0.572875

0.783475

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.671805

0.329336

0.671805

0.586629

0.785918

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.673643

0.329636

0.673643

0.588564

0.787476

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.672942

0.329897

0.672942

0.587963

0.786637

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.669631

0.327328

0.669631

0.586239

0.780683

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.655838

0.332739

0.655838

0.576724

0.760108

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.663424

0.317973

0.663424

0.579523

0.775731

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_1_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.658912

0.268565

0.658912

0.562868

0.794477

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.658403

0.287252

0.658403

0.571915

0.775711

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.653649

0.353676

0.653649

0.577174

0.753487

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.648411

0.330651

0.648411

0.567608

0.756039

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.655398

0.300692

0.655398

0.571981

0.7673

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.646134

0.282233

0.646134

0.559001

0.765448

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.662734

0.285224

0.662734

0.571162

0.789276

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.648266

0.333159

0.648266

0.567408

0.756

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.653897

0.314949

0.653897

0.570175

0.766438

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.658961

0.290405

0.658961

0.573303

0.774713

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_2_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.674336

0.283917

0.674336

0.582704

0.800166

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.666232

0.305833

0.666232

0.576934

0.788235

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.639704

0.241035

0.639704

0.546972

0.7703

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.67866

0.294882

0.67866

0.584795

0.808419

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.645562

0.309305

0.645562

0.557125

0.767373

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.667862

0.311386

0.667862

0.574828

0.796824

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.66906

0.320699

0.66906

0.583436

0.784138

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.650881

0.275589

0.650881

0.561434

0.77423

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.665336

0.278167

0.665336

0.572624

0.793868

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.666113

0.325541

0.666113

0.582562

0.777643

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_3_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.657834

0.273522

0.657834

0.563284

0.790528

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.66683

0.260073

0.66683

0.570682

0.801939

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.659297

0.337815

0.659297

0.574654

0.773183

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.648458

0.32197

0.648458

0.566738

0.757717

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.646147

0.295461

0.646147

0.557557

0.768205

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.668412

0.315254

0.668412

0.580429

0.787833

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.651852

0.327856

0.651852

0.569591

0.761883

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.65998

0.313037

0.65998

0.575914

0.772782

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.657281

0.275711

0.657281

0.569015

0.77796

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.653063

0.317947

0.653063

0.570208

0.764089

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_4_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.672595

0.349711

0.672595

0.591262

0.779874

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.668004

0.25835

0.668004

0.569048

0.808621

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.667212

0.352481

0.667212

0.583438

0.779079

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.665066

0.322143

0.665066

0.582678

0.77459

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.655323

0.284727

0.655323

0.563773

0.78237

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.663396

0.339159

0.663396

0.575708

0.782596

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.658579

0.336898

0.658579

0.573343

0.773584

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.658212

0.28593

0.658212

0.57071

0.777405

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.661313

0.313334

0.661313

0.575198

0.777751

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.673328

0.33646

0.673328

0.583212

0.796382

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_5_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.659818

0.348103

0.659818

0.577077

0.770257

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.680991

0.351387

0.680991

0.595721

0.794749

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.667488

0.328656

0.667488

0.584423

0.778079

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.657845

0.278505

0.657845

0.567921

0.781603

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.674145

0.32152

0.674145

0.588265

0.789387

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.658073

0.33362

0.658073

0.575417

0.768458

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.664057

0.322145

0.664057

0.578312

0.779655

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.665992

0.350188

0.665992

0.581351

0.779478

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.666672

0.343629

0.666672

0.583603

0.777314

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.641583

0.249604

0.641583

0.544884

0.780008

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_6_UMAP_9\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.654874

0.316099

0.654874

0.572021

0.765794

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_1\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.64939

0.266842

0.64939

0.561172

0.770517

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_10\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.672448

0.295555

0.672448

0.582142

0.795916

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_2\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.660296

0.350489

0.660296

0.5817

0.763448

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_3\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.654515

0.331147

0.654515

0.572217

0.764462

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_4\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.654468

0.324424

0.654468

0.573105

0.762755

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_5\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.646346

0.320719

0.646346

0.563912

0.757008

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_6\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.664661

0.300786

0.664661

0.573317

0.790627

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_7\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.65174

0.289764

0.65174

0.564012

0.771786

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_8\analysis_summary.json

BioCLIP 2 ViT-L/14

bioclip2_vitl14

UMAP

GMM_K15

0.649665

0.298952

0.649665

0.566052

0.762261

15

30

bioclip2_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\bioclip2_vitl14_aves_7_UMAP_9\analysis_summary.json