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	HIERARCHICAL_K15	0.572343	0.261726	0.572343	0.499737	0.669635	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.560872	0.268453	0.560872	0.492696	0.650945	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.574	0.270766	0.574	0.503705	0.667096	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.568808	0.253929	0.568808	0.494576	0.669258	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.568279	0.25002	0.568279	0.493997	0.668855	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.567362	0.266492	0.567362	0.496678	0.661502	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.568046	0.27757	0.568046	0.501062	0.655704	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.5783	0.283597	0.5783	0.507755	0.67161	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.565511	0.27954	0.565511	0.497528	0.655014	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.563339	0.253924	0.563339	0.491596	0.659599	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.597556	0.293817	0.597556	0.525376	0.692728	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.577628	0.28906	0.577628	0.508471	0.668558	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.57856	0.291469	0.57856	0.507781	0.672268	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.573353	0.301659	0.573353	0.506861	0.659926	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.566516	0.279295	0.566516	0.498727	0.655632	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.576206	0.286973	0.576206	0.506555	0.668064	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.56219	0.260725	0.56219	0.48949	0.660252	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.584538	0.303055	0.584538	0.516078	0.673939	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.575068	0.298415	0.575068	0.508685	0.661375	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.575535	0.282291	0.575535	0.505133	0.66874	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.538017	0.24355	0.538017	0.46777	0.633093	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.566076	0.273373	0.566076	0.497206	0.657093	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.565644	0.247058	0.565644	0.49329	0.662873	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.55008	0.245858	0.55008	0.479177	0.645611	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.570206	0.260379	0.570206	0.498006	0.66689	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.555458	0.270443	0.555458	0.488318	0.644003	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.576462	0.259231	0.576462	0.502045	0.676778	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.546917	0.231926	0.546917	0.47334	0.647579	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.578535	0.228391	0.578535	0.498239	0.689683	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.558847	0.276604	0.558847	0.492504	0.645847	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.586897	0.275874	0.586897	0.512978	0.685706	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.576221	0.292769	0.576221	0.507699	0.666127	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.558941	0.29102	0.558941	0.494514	0.642671	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.571681	0.301087	0.571681	0.5061	0.656789	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.571818	0.281582	0.571818	0.502442	0.663423	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.57476	0.287129	0.57476	0.505205	0.666527	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.567621	0.289558	0.567621	0.500251	0.65596	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.5758	0.282805	0.5758	0.505691	0.668478	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.568445	0.297079	0.568445	0.501984	0.655191	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.5688	0.283712	0.5688	0.501132	0.657595	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.568408	0.270728	0.568408	0.496957	0.663857	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.567837	0.255764	0.567837	0.493369	0.668783	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.563428	0.266969	0.563428	0.493614	0.656244	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.573873	0.269904	0.573873	0.503156	0.667718	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.555898	0.265858	0.555898	0.489635	0.642903	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.559542	0.261311	0.559542	0.488331	0.655067	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.561753	0.2659	0.561753	0.492947	0.652883	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.559559	0.265493	0.559559	0.492015	0.648598	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.567417	0.270431	0.567417	0.498469	0.658501	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.568094	0.256301	0.568094	0.495035	0.666451	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.538859	0.26914	0.538859	0.476853	0.619401	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.547485	0.259514	0.547485	0.479698	0.637583	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.551543	0.255174	0.551543	0.483732	0.641466	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.551896	0.271037	0.551896	0.485653	0.639063	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.53958	0.259568	0.53958	0.476096	0.6226	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.558339	0.263826	0.558339	0.490157	0.648554	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.541797	0.264307	0.541797	0.476644	0.627583	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.532862	0.241552	0.532862	0.466524	0.621193	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.541265	0.279756	0.541265	0.478653	0.622722	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.544882	0.267912	0.544882	0.479956	0.630123	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.556397	0.254409	0.556397	0.485047	0.65236	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.553153	0.26956	0.553153	0.486	0.641839	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.558804	0.280599	0.558804	0.491601	0.647289	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.554211	0.272936	0.554211	0.488029	0.641159	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.570347	0.283598	0.570347	0.501218	0.661596	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.566288	0.301041	0.566288	0.503578	0.646838	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.569569	0.260609	0.569569	0.496856	0.667213	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.565865	0.294046	0.565865	0.501633	0.648961	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.573201	0.29021	0.573201	0.505237	0.662293	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.562549	0.282997	0.562549	0.496389	0.649056	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.576103	0.281127	0.576103	0.506127	0.668533	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.589039	0.279848	0.589039	0.515117	0.687733	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.580187	0.290554	0.580187	0.511208	0.670686	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.568201	0.280511	0.568201	0.500814	0.656542	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.575738	0.299045	0.575738	0.508747	0.663046	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.578338	0.263666	0.578338	0.506526	0.673878	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.564191	0.271108	0.564191	0.493662	0.658232	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.562516	0.274033	0.562516	0.495749	0.650066	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.573248	0.273682	0.573248	0.501937	0.668178	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.561084	0.279211	0.561084	0.495094	0.647369	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.587785	0.315501	0.587785	0.520131	0.675671	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.594137	0.287151	0.594137	0.520682	0.691721	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.59229	0.301892	0.59229	0.522676	0.683297	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.593342	0.301677	0.593342	0.521359	0.688386	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.588207	0.296512	0.588207	0.517494	0.681304	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.577293	0.291471	0.577293	0.508102	0.668299	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.59907	0.311035	0.59907	0.528359	0.691632	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.588975	0.309124	0.588975	0.521277	0.676881	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.576289	0.276739	0.576289	0.506998	0.667519	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.587933	0.307026	0.587933	0.519867	0.676509	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.563548	0.279393	0.563548	0.495941	0.652497	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.571177	0.266158	0.571177	0.498674	0.66835	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.570227	0.270767	0.570227	0.499223	0.664777	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.566173	0.29042	0.566173	0.500711	0.651327	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.578122	0.282291	0.578122	0.507879	0.670912	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.559945	0.274589	0.559945	0.494222	0.645828	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.568869	0.270889	0.568869	0.499133	0.661255	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.571313	0.293002	0.571313	0.503526	0.660191	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.566905	0.277349	0.566905	0.498058	0.657838	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.556767	0.283884	0.556767	0.491439	0.642127	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.572343

0.261726

0.572343

0.499737

0.669635

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.560872

0.268453

0.560872

0.492696

0.650945

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.574

0.270766

0.574

0.503705

0.667096

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.568808

0.253929

0.568808

0.494576

0.669258

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.568279

0.25002

0.568279

0.493997

0.668855

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.567362

0.266492

0.567362

0.496678

0.661502

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.568046

0.27757

0.568046

0.501062

0.655704

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.5783

0.283597

0.5783

0.507755

0.67161

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.565511

0.27954

0.565511

0.497528

0.655014

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.563339

0.253924

0.563339

0.491596

0.659599

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_10_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.597556

0.293817

0.597556

0.525376

0.692728

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.577628

0.28906

0.577628

0.508471

0.668558

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.57856

0.291469

0.57856

0.507781

0.672268

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.573353

0.301659

0.573353

0.506861

0.659926

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.566516

0.279295

0.566516

0.498727

0.655632

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.576206

0.286973

0.576206

0.506555

0.668064

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.56219

0.260725

0.56219

0.48949

0.660252

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.584538

0.303055

0.584538

0.516078

0.673939

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.575068

0.298415

0.575068

0.508685

0.661375

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.575535

0.282291

0.575535

0.505133

0.66874

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_1_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.538017

0.24355

0.538017

0.46777

0.633093

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.566076

0.273373

0.566076

0.497206

0.657093

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.565644

0.247058

0.565644

0.49329

0.662873

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.55008

0.245858

0.55008

0.479177

0.645611

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.570206

0.260379

0.570206

0.498006

0.66689

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.555458

0.270443

0.555458

0.488318

0.644003

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.576462

0.259231

0.576462

0.502045

0.676778

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.546917

0.231926

0.546917

0.47334

0.647579

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.578535

0.228391

0.578535

0.498239

0.689683

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.558847

0.276604

0.558847

0.492504

0.645847

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_2_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.586897

0.275874

0.586897

0.512978

0.685706

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.576221

0.292769

0.576221

0.507699

0.666127

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.558941

0.29102

0.558941

0.494514

0.642671

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.571681

0.301087

0.571681

0.5061

0.656789

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.571818

0.281582

0.571818

0.502442

0.663423

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.57476

0.287129

0.57476

0.505205

0.666527

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.567621

0.289558

0.567621

0.500251

0.65596

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.5758

0.282805

0.5758

0.505691

0.668478

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.568445

0.297079

0.568445

0.501984

0.655191

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.5688

0.283712

0.5688

0.501132

0.657595

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_3_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.568408

0.270728

0.568408

0.496957

0.663857

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.567837

0.255764

0.567837

0.493369

0.668783

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.563428

0.266969

0.563428

0.493614

0.656244

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.573873

0.269904

0.573873

0.503156

0.667718

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.555898

0.265858

0.555898

0.489635

0.642903

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.559542

0.261311

0.559542

0.488331

0.655067

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.561753

0.2659

0.561753

0.492947

0.652883

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.559559

0.265493

0.559559

0.492015

0.648598

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.567417

0.270431

0.567417

0.498469

0.658501

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.568094

0.256301

0.568094

0.495035

0.666451

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_4_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.538859

0.26914

0.538859

0.476853

0.619401

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.547485

0.259514

0.547485

0.479698

0.637583

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.551543

0.255174

0.551543

0.483732

0.641466

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.551896

0.271037

0.551896

0.485653

0.639063

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.53958

0.259568

0.53958

0.476096

0.6226

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.558339

0.263826

0.558339

0.490157

0.648554

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.541797

0.264307

0.541797

0.476644

0.627583

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.532862

0.241552

0.532862

0.466524

0.621193

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.541265

0.279756

0.541265

0.478653

0.622722

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.544882

0.267912

0.544882

0.479956

0.630123

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_5_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.556397

0.254409

0.556397

0.485047

0.65236

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.553153

0.26956

0.553153

0.486

0.641839

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.558804

0.280599

0.558804

0.491601

0.647289

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.554211

0.272936

0.554211

0.488029

0.641159

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.570347

0.283598

0.570347

0.501218

0.661596

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.566288

0.301041

0.566288

0.503578

0.646838

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.569569

0.260609

0.569569

0.496856

0.667213

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.565865

0.294046

0.565865

0.501633

0.648961

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.573201

0.29021

0.573201

0.505237

0.662293

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.562549

0.282997

0.562549

0.496389

0.649056

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_6_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.576103

0.281127

0.576103

0.506127

0.668533

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.589039

0.279848

0.589039

0.515117

0.687733

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.580187

0.290554

0.580187

0.511208

0.670686

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.568201

0.280511

0.568201

0.500814

0.656542

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.575738

0.299045

0.575738

0.508747

0.663046

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.578338

0.263666

0.578338

0.506526

0.673878

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.564191

0.271108

0.564191

0.493662

0.658232

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.562516

0.274033

0.562516

0.495749

0.650066

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.573248

0.273682

0.573248

0.501937

0.668178

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.561084

0.279211

0.561084

0.495094

0.647369

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_7_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.587785

0.315501

0.587785

0.520131

0.675671

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.594137

0.287151

0.594137

0.520682

0.691721

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.59229

0.301892

0.59229

0.522676

0.683297

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.593342

0.301677

0.593342

0.521359

0.688386

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.588207

0.296512

0.588207

0.517494

0.681304

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.577293

0.291471

0.577293

0.508102

0.668299

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.59907

0.311035

0.59907

0.528359

0.691632

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.588975

0.309124

0.588975

0.521277

0.676881

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.576289

0.276739

0.576289

0.506998

0.667519

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.587933

0.307026

0.587933

0.519867

0.676509

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_8_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.563548

0.279393

0.563548

0.495941

0.652497

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.571177

0.266158

0.571177

0.498674

0.66835

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.570227

0.270767

0.570227

0.499223

0.664777

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.566173

0.29042

0.566173

0.500711

0.651327

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.578122

0.282291

0.578122

0.507879

0.670912

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.559945

0.274589

0.559945

0.494222

0.645828

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.568869

0.270889

0.568869

0.499133

0.661255

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.571313

0.293002

0.571313

0.503526

0.660191

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.566905

0.277349

0.566905

0.498058

0.657838

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.556767

0.283884

0.556767

0.491439

0.642127

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_mammalia_9_UMAP_9\analysis_summary.json