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	HDBSCAN	0.643574	0.247045	0.643574	0.683078	0.60839	82	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.645034	0.265136	0.645034	0.682842	0.611192	79	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.648642	0.257873	0.648642	0.692269	0.610188	83	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.651999	0.262316	0.651999	0.688093	0.619504	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.647652	0.249801	0.647652	0.683497	0.61538	76	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.646927	0.267984	0.646927	0.688812	0.609845	79	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.651661	0.267207	0.651661	0.696546	0.61221	83	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.658829	0.270001	0.658829	0.692509	0.628273	71	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.643949	0.246232	0.643949	0.689093	0.604357	85	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.643017	0.249127	0.643017	0.686893	0.60441	83	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.630707	0.247993	0.630707	0.66666	0.598433	70	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.632702	0.252202	0.632702	0.664285	0.603986	70	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.62849	0.232296	0.62849	0.66847	0.593023	82	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.632463	0.22044	0.632463	0.673098	0.596454	81	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.627852	0.236501	0.627852	0.663477	0.595857	76	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.627658	0.238868	0.627658	0.669908	0.590421	80	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.624887	0.221113	0.624887	0.66244	0.591364	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.627603	0.231887	0.627603	0.665683	0.593644	78	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.630578	0.210848	0.630578	0.671644	0.594245	81	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.638502	0.274088	0.638502	0.674474	0.606173	73	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.620727	0.250995	0.620727	0.651261	0.592929	71	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.615958	0.216995	0.615958	0.651339	0.584222	79	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.627535	0.250843	0.627535	0.668238	0.591506	83	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.630449	0.216334	0.630449	0.653819	0.608692	71	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.619671	0.210625	0.619671	0.655378	0.587655	76	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.62599	0.263374	0.62599	0.665753	0.590709	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.629522	0.256844	0.629522	0.649293	0.610919	67	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.631304	0.270401	0.631304	0.671937	0.595305	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.634829	0.250883	0.634829	0.674914	0.599239	76	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.625463	0.242677	0.625463	0.666651	0.589067	81	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.633951	0.250426	0.633951	0.672127	0.599877	81	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.621091	0.220289	0.621091	0.659357	0.587023	82	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.638198	0.249096	0.638198	0.677189	0.603452	82	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.631978	0.234063	0.631978	0.67104	0.597213	80	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.64144	0.265869	0.64144	0.681054	0.606181	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.645073	0.293736	0.645073	0.673218	0.619187	68	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.641903	0.281385	0.641903	0.677972	0.609478	73	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.631492	0.226619	0.631492	0.672823	0.594945	83	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.637868	0.255879	0.637868	0.679338	0.60117	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.636561	0.245868	0.636561	0.67695	0.600721	79	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.633507	0.271433	0.633507	0.659488	0.609496	68	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.633644	0.279901	0.633644	0.671122	0.60013	69	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.609391	0.165299	0.609391	0.576837	0.645841	47	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.63885	0.271726	0.63885	0.657696	0.621055	67	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.626047	0.219918	0.626047	0.660712	0.594837	78	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.632159	0.215615	0.632159	0.661126	0.605624	78	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.628369	0.263691	0.628369	0.656938	0.602181	76	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.626592	0.214611	0.626592	0.660879	0.595687	79	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.612242	0.176585	0.612242	0.577896	0.650928	46	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.641895	0.257504	0.641895	0.672774	0.613726	69	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.619323	0.233761	0.619323	0.648653	0.592531	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.62002	0.208133	0.62002	0.658854	0.585509	86	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.593014	0.151247	0.593014	0.569941	0.618035	57	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.627603	0.241107	0.627603	0.664955	0.594224	81	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.617051	0.22171	0.617051	0.656885	0.581772	84	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.610841	0.206036	0.610841	0.645573	0.579656	83	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.61397	0.209301	0.61397	0.654688	0.578019	84	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.625701	0.249853	0.625701	0.667429	0.588884	85	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.609345	0.187311	0.609345	0.646594	0.576154	89	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.622823	0.228789	0.622823	0.658593	0.590739	81	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.636075	0.269454	0.636075	0.663217	0.611067	69	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.621333	0.219192	0.621333	0.664042	0.583787	85	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.638503	0.243787	0.638503	0.682863	0.599555	85	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.638853	0.267358	0.638853	0.684256	0.599101	82	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.633507	0.25396	0.633507	0.671867	0.59929	78	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.64283	0.273929	0.64283	0.678327	0.610864	74	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.624338	0.199289	0.624338	0.651409	0.599427	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.638201	0.262844	0.638201	0.679477	0.601653	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.63127	0.226286	0.63127	0.665356	0.600506	80	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.633385	0.269914	0.633385	0.676303	0.59559	79	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.629393	0.225482	0.629393	0.669427	0.593877	79	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.623976	0.223382	0.623976	0.657943	0.593343	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.632094	0.237667	0.632094	0.678555	0.591588	85	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.62594	0.232663	0.62594	0.67063	0.586834	86	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.624277	0.226772	0.624277	0.662861	0.589938	84	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.623473	0.213482	0.623473	0.664703	0.587059	86	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.632951	0.248211	0.632951	0.672706	0.597632	81	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.625174	0.217889	0.625174	0.662794	0.591594	85	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.619516	0.21525	0.619516	0.661085	0.582865	85	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.627941	0.221326	0.627941	0.662749	0.596607	82	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.64261	0.248191	0.64261	0.680245	0.608922	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.655885	0.321183	0.655885	0.698905	0.617854	70	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.653124	0.269984	0.653124	0.692204	0.618221	74	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.635911	0.233605	0.635911	0.674051	0.601857	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.648549	0.271646	0.648549	0.686463	0.614604	76	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.637913	0.230556	0.637913	0.674738	0.604899	79	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.648685	0.2653	0.648685	0.688535	0.613195	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.651692	0.252452	0.651692	0.688406	0.618695	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.641055	0.242694	0.641055	0.676091	0.609471	80	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.650782	0.265406	0.650782	0.686665	0.618462	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.618544	0.208031	0.618544	0.651431	0.588818	80	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.614718	0.189887	0.614718	0.646832	0.585642	81	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.628033	0.226196	0.628033	0.66039	0.598699	74	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.620364	0.206587	0.620364	0.658432	0.586458	80	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.620138	0.196101	0.620138	0.65006	0.59285	80	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.625869	0.231671	0.625869	0.664445	0.591526	79	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.627327	0.243796	0.627327	0.663577	0.594832	76	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.622047	0.205949	0.622047	0.652868	0.594006	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.627888	0.218335	0.627888	0.667138	0.593	79	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.622148	0.188952	0.622148	0.650261	0.596364	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.643574

0.247045

0.643574

0.683078

0.60839

82

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.645034

0.265136

0.645034

0.682842

0.611192

79

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.648642

0.257873

0.648642

0.692269

0.610188

83

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.651999

0.262316

0.651999

0.688093

0.619504

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.647652

0.249801

0.647652

0.683497

0.61538

76

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.646927

0.267984

0.646927

0.688812

0.609845

79

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.651661

0.267207

0.651661

0.696546

0.61221

83

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.658829

0.270001

0.658829

0.692509

0.628273

71

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.643949

0.246232

0.643949

0.689093

0.604357

85

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.643017

0.249127

0.643017

0.686893

0.60441

83

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.630707

0.247993

0.630707

0.66666

0.598433

70

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.632702

0.252202

0.632702

0.664285

0.603986

70

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.62849

0.232296

0.62849

0.66847

0.593023

82

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.632463

0.22044

0.632463

0.673098

0.596454

81

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.627852

0.236501

0.627852

0.663477

0.595857

76

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.627658

0.238868

0.627658

0.669908

0.590421

80

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.624887

0.221113

0.624887

0.66244

0.591364

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.627603

0.231887

0.627603

0.665683

0.593644

78

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.630578

0.210848

0.630578

0.671644

0.594245

81

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.638502

0.274088

0.638502

0.674474

0.606173

73

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.620727

0.250995

0.620727

0.651261

0.592929

71

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.615958

0.216995

0.615958

0.651339

0.584222

79

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.627535

0.250843

0.627535

0.668238

0.591506

83

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.630449

0.216334

0.630449

0.653819

0.608692

71

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.619671

0.210625

0.619671

0.655378

0.587655

76

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.62599

0.263374

0.62599

0.665753

0.590709

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.629522

0.256844

0.629522

0.649293

0.610919

67

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.631304

0.270401

0.631304

0.671937

0.595305

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.634829

0.250883

0.634829

0.674914

0.599239

76

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.625463

0.242677

0.625463

0.666651

0.589067

81

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.633951

0.250426

0.633951

0.672127

0.599877

81

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.621091

0.220289

0.621091

0.659357

0.587023

82

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.638198

0.249096

0.638198

0.677189

0.603452

82

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.631978

0.234063

0.631978

0.67104

0.597213

80

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.64144

0.265869

0.64144

0.681054

0.606181

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.645073

0.293736

0.645073

0.673218

0.619187

68

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.641903

0.281385

0.641903

0.677972

0.609478

73

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.631492

0.226619

0.631492

0.672823

0.594945

83

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.637868

0.255879

0.637868

0.679338

0.60117

77

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.636561

0.245868

0.636561

0.67695

0.600721

79

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.633507

0.271433

0.633507

0.659488

0.609496

68

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.633644

0.279901

0.633644

0.671122

0.60013

69

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.609391

0.165299

0.609391

0.576837

0.645841

47

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.63885

0.271726

0.63885

0.657696

0.621055

67

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.626047

0.219918

0.626047

0.660712

0.594837

78

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.632159

0.215615

0.632159

0.661126

0.605624

78

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.628369

0.263691

0.628369

0.656938

0.602181

76

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.626592

0.214611

0.626592

0.660879

0.595687

79

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.612242

0.176585

0.612242

0.577896

0.650928

46

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.641895

0.257504

0.641895

0.672774

0.613726

69

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.619323

0.233761

0.619323

0.648653

0.592531

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.62002

0.208133

0.62002

0.658854

0.585509

86

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.593014

0.151247

0.593014

0.569941

0.618035

57

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.627603

0.241107

0.627603

0.664955

0.594224

81

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.617051

0.22171

0.617051

0.656885

0.581772

84

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.610841

0.206036

0.610841

0.645573

0.579656

83

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.61397

0.209301

0.61397

0.654688

0.578019

84

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.625701

0.249853

0.625701

0.667429

0.588884

85

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.609345

0.187311

0.609345

0.646594

0.576154

89

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.622823

0.228789

0.622823

0.658593

0.590739

81

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.636075

0.269454

0.636075

0.663217

0.611067

69

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.621333

0.219192

0.621333

0.664042

0.583787

85

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.638503

0.243787

0.638503

0.682863

0.599555

85

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.638853

0.267358

0.638853

0.684256

0.599101

82

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.633507

0.25396

0.633507

0.671867

0.59929

78

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.64283

0.273929

0.64283

0.678327

0.610864

74

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.624338

0.199289

0.624338

0.651409

0.599427

77

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.638201

0.262844

0.638201

0.679477

0.601653

77

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.63127

0.226286

0.63127

0.665356

0.600506

80

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.633385

0.269914

0.633385

0.676303

0.59559

79

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.629393

0.225482

0.629393

0.669427

0.593877

79

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.623976

0.223382

0.623976

0.657943

0.593343

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.632094

0.237667

0.632094

0.678555

0.591588

85

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.62594

0.232663

0.62594

0.67063

0.586834

86

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.624277

0.226772

0.624277

0.662861

0.589938

84

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.623473

0.213482

0.623473

0.664703

0.587059

86

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.632951

0.248211

0.632951

0.672706

0.597632

81

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.625174

0.217889

0.625174

0.662794

0.591594

85

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.619516

0.21525

0.619516

0.661085

0.582865

85

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.627941

0.221326

0.627941

0.662749

0.596607

82

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.64261

0.248191

0.64261

0.680245

0.608922

77

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.655885

0.321183

0.655885

0.698905

0.617854

70

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.653124

0.269984

0.653124

0.692204

0.618221

74

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.635911

0.233605

0.635911

0.674051

0.601857

77

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.648549

0.271646

0.648549

0.686463

0.614604

76

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.637913

0.230556

0.637913

0.674738

0.604899

79

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.648685

0.2653

0.648685

0.688535

0.613195

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.651692

0.252452

0.651692

0.688406

0.618695

77

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.641055

0.242694

0.641055

0.676091

0.609471

80

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.650782

0.265406

0.650782

0.686665

0.618462

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.618544

0.208031

0.618544

0.651431

0.588818

80

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.614718

0.189887

0.614718

0.646832

0.585642

81

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.628033

0.226196

0.628033

0.66039

0.598699

74

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.620364

0.206587

0.620364

0.658432

0.586458

80

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.620138

0.196101

0.620138

0.65006

0.59285

80

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.625869

0.231671

0.625869

0.664445

0.591526

79

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.627327

0.243796

0.627327

0.663577

0.594832

76

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.622047

0.205949

0.622047

0.652868

0.594006

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.627888

0.218335

0.627888

0.667138

0.593

79

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.622148

0.188952

0.622148

0.650261

0.596364

77

30

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