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
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.654061	0.349305	0.654061	0.751114	0.579219	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.660526	0.367976	0.660526	0.758821	0.584776	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.656669	0.361594	0.656669	0.755775	0.580541	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.657405	0.361249	0.657405	0.75426	0.582593	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.657525	0.352947	0.657525	0.755466	0.582064	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.657067	0.357455	0.657067	0.751846	0.583508	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664253	0.379943	0.664253	0.762049	0.588703	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.655368	0.352504	0.655368	0.751139	0.581257	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.657952	0.356761	0.657952	0.755852	0.582504	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.658805	0.368254	0.658805	0.757152	0.58307	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.656334	0.350646	0.656334	0.753558	0.58133	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.646915	0.34865	0.646915	0.74296	0.57286	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.656602	0.370288	0.656602	0.75396	0.581513	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.650529	0.343547	0.650529	0.746406	0.576479	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.648364	0.350931	0.648364	0.745174	0.573816	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.642874	0.345985	0.642874	0.738074	0.569427	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.653166	0.362486	0.653166	0.748766	0.579214	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.653714	0.35477	0.653714	0.751332	0.578545	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.647935	0.341305	0.647935	0.743123	0.574363	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.650953	0.344768	0.650953	0.749055	0.575571	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.637604	0.35831	0.637604	0.731498	0.565073	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.633517	0.331012	0.633517	0.728113	0.560674	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.643556	0.337599	0.643556	0.741183	0.568655	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.638353	0.340047	0.638353	0.733855	0.564845	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.630548	0.334267	0.630548	0.724976	0.557884	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.635097	0.34303	0.635097	0.728161	0.563126	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.639261	0.340374	0.639261	0.73351	0.566475	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.636738	0.334654	0.636738	0.733253	0.562675	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.641319	0.352604	0.641319	0.735157	0.568725	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.631326	0.337279	0.631326	0.724034	0.559665	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.653758	0.363009	0.653758	0.751781	0.578349	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.652247	0.362614	0.652247	0.749674	0.577231	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.653891	0.361759	0.653891	0.750396	0.57938	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.659676	0.362386	0.659676	0.75785	0.584021	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.653505	0.359229	0.653505	0.750102	0.578949	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.65181	0.357809	0.65181	0.747045	0.578111	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.651204	0.356089	0.651204	0.746992	0.577191	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.655768	0.35705	0.655768	0.75363	0.580401	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.649364	0.349363	0.649364	0.744387	0.575855	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.652796	0.36172	0.652796	0.750058	0.577863	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.641457	0.343947	0.641457	0.734181	0.569528	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.648315	0.352677	0.648315	0.743652	0.574645	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.643007	0.342396	0.643007	0.736426	0.570621	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.649731	0.354411	0.649731	0.745445	0.575798	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.642648	0.357117	0.642648	0.735628	0.570535	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.642385	0.36072	0.642385	0.736869	0.569377	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.642229	0.352018	0.642229	0.736282	0.569483	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.649327	0.359318	0.649327	0.743275	0.576463	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.643489	0.352031	0.643489	0.738128	0.570361	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.642677	0.33707	0.642677	0.734056	0.57153	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.630672	0.324456	0.630672	0.726358	0.557261	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.632685	0.329194	0.632685	0.727479	0.559748	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.629076	0.342783	0.629076	0.722114	0.557277	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.639752	0.353706	0.639752	0.735226	0.566225	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.630269	0.333058	0.630269	0.724433	0.557769	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.635509	0.339171	0.635509	0.729034	0.563251	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.632395	0.344675	0.632395	0.726426	0.559916	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.634544	0.345808	0.634544	0.728041	0.562328	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.633748	0.325741	0.633748	0.728994	0.560514	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.632049	0.326676	0.632049	0.728659	0.558059	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.646462	0.36364	0.646462	0.742559	0.572387	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.637982	0.330942	0.637982	0.732952	0.564799	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.652784	0.361293	0.652784	0.747964	0.579093	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.646153	0.345534	0.646153	0.741579	0.572486	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.648123	0.354885	0.648123	0.743074	0.574688	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.642263	0.353414	0.642263	0.738072	0.56847	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.643496	0.340266	0.643496	0.735834	0.571749	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.645667	0.354293	0.645667	0.741584	0.571721	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.641615	0.346256	0.641615	0.737565	0.567755	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.646835	0.356222	0.646835	0.74152	0.573593	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.651043	0.34538	0.651043	0.747665	0.576536	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.647306	0.354663	0.647306	0.743894	0.572918	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.652273	0.353543	0.652273	0.748668	0.57787	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.643119	0.33863	0.643119	0.738472	0.569574	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.649168	0.341752	0.649168	0.746187	0.574474	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.645913	0.33285	0.645913	0.7427	0.571444	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.651861	0.36235	0.651861	0.748756	0.57717	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.644438	0.351606	0.644438	0.740302	0.570556	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.64689	0.353526	0.64689	0.743694	0.572385	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.647103	0.341618	0.647103	0.744429	0.572284	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.660478	0.365141	0.660478	0.759523	0.584285	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665285	0.362905	0.665285	0.765109	0.588503	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.661951	0.363906	0.661951	0.760265	0.586153	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.663338	0.359174	0.663338	0.761654	0.587502	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.663664	0.372824	0.663664	0.762231	0.58767	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.658216	0.357933	0.658216	0.757849	0.581736	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664524	0.366272	0.664524	0.760367	0.590137	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.668731	0.383236	0.668731	0.767173	0.59268	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.661658	0.357627	0.661658	0.759265	0.586287	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.666942	0.360842	0.666942	0.767432	0.589722	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.639811	0.330701	0.639811	0.736049	0.565829	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.639987	0.347893	0.639987	0.735803	0.566249	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.646357	0.34541	0.646357	0.743084	0.571911	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.641181	0.339488	0.641181	0.737675	0.567011	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.640448	0.332424	0.640448	0.736898	0.566324	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.635576	0.335588	0.635576	0.730983	0.562198	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.644488	0.344289	0.644488	0.740004	0.57081	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.637709	0.331214	0.637709	0.734163	0.563656	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.641027	0.345541	0.641027	0.737043	0.567144	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.644026	0.348126	0.644026	0.740943	0.56953	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.654061

0.349305

0.654061

0.751114

0.579219

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.660526

0.367976

0.660526

0.758821

0.584776

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.656669

0.361594

0.656669

0.755775

0.580541

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.657405

0.361249

0.657405

0.75426

0.582593

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.657525

0.352947

0.657525

0.755466

0.582064

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.657067

0.357455

0.657067

0.751846

0.583508

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664253

0.379943

0.664253

0.762049

0.588703

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.655368

0.352504

0.655368

0.751139

0.581257

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.657952

0.356761

0.657952

0.755852

0.582504

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.658805

0.368254

0.658805

0.757152

0.58307

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.656334

0.350646

0.656334

0.753558

0.58133

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.646915

0.34865

0.646915

0.74296

0.57286

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.656602

0.370288

0.656602

0.75396

0.581513

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.650529

0.343547

0.650529

0.746406

0.576479

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.648364

0.350931

0.648364

0.745174

0.573816

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.642874

0.345985

0.642874

0.738074

0.569427

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.653166

0.362486

0.653166

0.748766

0.579214

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.653714

0.35477

0.653714

0.751332

0.578545

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.647935

0.341305

0.647935

0.743123

0.574363

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.650953

0.344768

0.650953

0.749055

0.575571

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.637604

0.35831

0.637604

0.731498

0.565073

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.633517

0.331012

0.633517

0.728113

0.560674

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.643556

0.337599

0.643556

0.741183

0.568655

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.638353

0.340047

0.638353

0.733855

0.564845

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.630548

0.334267

0.630548

0.724976

0.557884

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.635097

0.34303

0.635097

0.728161

0.563126

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.639261

0.340374

0.639261

0.73351

0.566475

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.636738

0.334654

0.636738

0.733253

0.562675

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.641319

0.352604

0.641319

0.735157

0.568725

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.631326

0.337279

0.631326

0.724034

0.559665

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.653758

0.363009

0.653758

0.751781

0.578349

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.652247

0.362614

0.652247

0.749674

0.577231

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.653891

0.361759

0.653891

0.750396

0.57938

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.659676

0.362386

0.659676

0.75785

0.584021

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.653505

0.359229

0.653505

0.750102

0.578949

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.65181

0.357809

0.65181

0.747045

0.578111

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.651204

0.356089

0.651204

0.746992

0.577191

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.655768

0.35705

0.655768

0.75363

0.580401

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.649364

0.349363

0.649364

0.744387

0.575855

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.652796

0.36172

0.652796

0.750058

0.577863

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.641457

0.343947

0.641457

0.734181

0.569528

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.648315

0.352677

0.648315

0.743652

0.574645

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.643007

0.342396

0.643007

0.736426

0.570621

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.649731

0.354411

0.649731

0.745445

0.575798

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.642648

0.357117

0.642648

0.735628

0.570535

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.642385

0.36072

0.642385

0.736869

0.569377

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.642229

0.352018

0.642229

0.736282

0.569483

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.649327

0.359318

0.649327

0.743275

0.576463

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.643489

0.352031

0.643489

0.738128

0.570361

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.642677

0.33707

0.642677

0.734056

0.57153

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.630672

0.324456

0.630672

0.726358

0.557261

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.632685

0.329194

0.632685

0.727479

0.559748

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.629076

0.342783

0.629076

0.722114

0.557277

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.639752

0.353706

0.639752

0.735226

0.566225

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.630269

0.333058

0.630269

0.724433

0.557769

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.635509

0.339171

0.635509

0.729034

0.563251

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.632395

0.344675

0.632395

0.726426

0.559916

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.634544

0.345808

0.634544

0.728041

0.562328

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.633748

0.325741

0.633748

0.728994

0.560514

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.632049

0.326676

0.632049

0.728659

0.558059

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.646462

0.36364

0.646462

0.742559

0.572387

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.637982

0.330942

0.637982

0.732952

0.564799

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.652784

0.361293

0.652784

0.747964

0.579093

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.646153

0.345534

0.646153

0.741579

0.572486

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.648123

0.354885

0.648123

0.743074

0.574688

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.642263

0.353414

0.642263

0.738072

0.56847

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.643496

0.340266

0.643496

0.735834

0.571749

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.645667

0.354293

0.645667

0.741584

0.571721

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.641615

0.346256

0.641615

0.737565

0.567755

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.646835

0.356222

0.646835

0.74152

0.573593

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.651043

0.34538

0.651043

0.747665

0.576536

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.647306

0.354663

0.647306

0.743894

0.572918

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.652273

0.353543

0.652273

0.748668

0.57787

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.643119

0.33863

0.643119

0.738472

0.569574

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.649168

0.341752

0.649168

0.746187

0.574474

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.645913

0.33285

0.645913

0.7427

0.571444

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.651861

0.36235

0.651861

0.748756

0.57717

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.644438

0.351606

0.644438

0.740302

0.570556

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.64689

0.353526

0.64689

0.743694

0.572385

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.647103

0.341618

0.647103

0.744429

0.572284

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.660478

0.365141

0.660478

0.759523

0.584285

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665285

0.362905

0.665285

0.765109

0.588503

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.661951

0.363906

0.661951

0.760265

0.586153

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.663338

0.359174

0.663338

0.761654

0.587502

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.663664

0.372824

0.663664

0.762231

0.58767

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.658216

0.357933

0.658216

0.757849

0.581736

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664524

0.366272

0.664524

0.760367

0.590137

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.668731

0.383236

0.668731

0.767173

0.59268

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.661658

0.357627

0.661658

0.759265

0.586287

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.666942

0.360842

0.666942

0.767432

0.589722

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.639811

0.330701

0.639811

0.736049

0.565829

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.639987

0.347893

0.639987

0.735803

0.566249

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.646357

0.34541

0.646357

0.743084

0.571911

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.641181

0.339488

0.641181

0.737675

0.567011

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.640448

0.332424

0.640448

0.736898

0.566324

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.635576

0.335588

0.635576

0.730983

0.562198

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.644488

0.344289

0.644488

0.740004

0.57081

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.637709

0.331214

0.637709

0.734163

0.563656

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.641027

0.345541

0.641027

0.737043

0.567144

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.644026

0.348126

0.644026

0.740943

0.56953

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json