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	0.613194	0.319416	0.613194	0.541226	0.707235	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.606679	0.322252	0.606679	0.536743	0.697571	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.624899	0.293035	0.624899	0.544527	0.733106	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.620089	0.305411	0.620089	0.545125	0.71896	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.613358	0.319119	0.613358	0.538991	0.711532	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.610995	0.334224	0.610995	0.541889	0.700303	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.623454	0.298462	0.623454	0.544714	0.728804	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.619102	0.296636	0.619102	0.540885	0.723766	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.621138	0.290435	0.621138	0.541169	0.72884	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.608009	0.301025	0.608009	0.535111	0.703902	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.615853	0.328685	0.615853	0.544385	0.708922	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.596899	0.29129	0.596899	0.524131	0.693129	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.589127	0.288856	0.589127	0.517688	0.683441	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.597209	0.288681	0.597209	0.522438	0.696957	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.606883	0.331074	0.606883	0.537571	0.696715	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.591156	0.33045	0.591156	0.525358	0.675795	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.596815	0.296159	0.596815	0.527249	0.687529	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.59934	0.308369	0.59934	0.526896	0.694881	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.605587	0.305045	0.605587	0.532923	0.701196	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.588533	0.317013	0.588533	0.519964	0.677935	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.622244	0.307901	0.622244	0.543236	0.728145	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.623323	0.325599	0.623323	0.545076	0.727799	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.615799	0.321338	0.615799	0.540822	0.714911	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.604394	0.301816	0.604394	0.526308	0.709688	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.602773	0.304467	0.602773	0.527767	0.702633	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.610048	0.306087	0.610048	0.532816	0.713464	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.608131	0.315532	0.608131	0.533556	0.706939	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.606501	0.304868	0.606501	0.529437	0.709822	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.604071	0.29519	0.604071	0.52789	0.705947	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.623069	0.312187	0.623069	0.54353	0.729877	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.581334	0.287088	0.581334	0.51	0.675868	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.606323	0.307021	0.606323	0.530776	0.706943	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.588634	0.308078	0.588634	0.520076	0.678012	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.594085	0.295384	0.594085	0.521286	0.690517	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.597861	0.303866	0.597861	0.524107	0.695773	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.58931	0.284095	0.58931	0.512816	0.692625	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.569017	0.296462	0.569017	0.502793	0.655333	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.610023	0.311074	0.610023	0.534562	0.710292	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.575126	0.287296	0.575126	0.505683	0.66668	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.594476	0.295709	0.594476	0.521038	0.692013	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.60205	0.310392	0.60205	0.529922	0.696906	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.605025	0.288417	0.605025	0.528103	0.708176	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.607167	0.312829	0.607167	0.53324	0.704891	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.608992	0.30312	0.608992	0.531153	0.713564	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.607199	0.30797	0.607199	0.53333	0.704821	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.608632	0.295942	0.608632	0.529887	0.714867	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.610237	0.317217	0.610237	0.537495	0.705749	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.602868	0.312469	0.602868	0.532745	0.694249	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.610017	0.288967	0.610017	0.52977	0.718915	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.607483	0.312626	0.607483	0.532303	0.707393	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.599073	0.294275	0.599073	0.525665	0.696312	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.595595	0.318406	0.595595	0.526749	0.685142	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.600729	0.305426	0.600729	0.525048	0.701902	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.599631	0.300303	0.599631	0.526337	0.69664	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.598842	0.320695	0.598842	0.528557	0.690687	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.595314	0.324385	0.595314	0.527629	0.68292	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.590325	0.301464	0.590325	0.515932	0.689786	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.601011	0.300851	0.601011	0.526764	0.699623	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.602377	0.295054	0.602377	0.527126	0.702691	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.59728	0.319844	0.59728	0.527869	0.687709	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.588009	0.326028	0.588009	0.521803	0.673457	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.603539	0.298865	0.603539	0.528841	0.702811	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.598789	0.296654	0.598789	0.523819	0.698805	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.585809	0.279495	0.585809	0.510638	0.686932	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.588626	0.281517	0.588626	0.514885	0.687018	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.587752	0.2825	0.587752	0.513039	0.687935	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.59489	0.287756	0.59489	0.519268	0.696292	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.596327	0.303839	0.596327	0.521486	0.696249	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.595112	0.269383	0.595112	0.516543	0.701869	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.604346	0.308517	0.604346	0.530249	0.702514	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.625425	0.345685	0.625425	0.552727	0.720142	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.593536	0.316098	0.593536	0.522113	0.687597	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.59501	0.31183	0.59501	0.525139	0.686326	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.598785	0.294546	0.598785	0.521908	0.702224	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.603101	0.309625	0.603101	0.528457	0.7023	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.612512	0.310208	0.612512	0.536109	0.714309	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.615681	0.311721	0.615681	0.539515	0.716886	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.601462	0.275471	0.601462	0.520861	0.711576	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.603639	0.322056	0.603639	0.532884	0.69606	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.60629	0.328061	0.60629	0.535291	0.699003	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.605736	0.303308	0.605736	0.53055	0.705751	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.60908	0.301326	0.60908	0.534319	0.708165	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.58858	0.285171	0.58858	0.514245	0.688037	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.600095	0.319333	0.600095	0.530141	0.691316	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.600755	0.292251	0.600755	0.525836	0.700569	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.600753	0.287184	0.600753	0.522715	0.706181	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.604382	0.291531	0.604382	0.527262	0.707926	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.585156	0.311785	0.585156	0.51839	0.671661	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.603174	0.290278	0.603174	0.527487	0.704219	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.588623	0.300787	0.588623	0.517202	0.68293	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.598104	0.301842	0.598104	0.525012	0.694838	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.619695	0.338648	0.619695	0.546417	0.715669	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.600601	0.316415	0.600601	0.529525	0.693717	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.599734	0.306709	0.599734	0.528576	0.693031	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.591253	0.299075	0.591253	0.519079	0.686739	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.616436	0.308934	0.616436	0.540512	0.717175	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.596345	0.299058	0.596345	0.522193	0.695044	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.596157	0.307795	0.596157	0.523196	0.692765	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.595671	0.302877	0.595671	0.523498	0.690926	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HIERARCHICAL_K15	0.602237	0.305245	0.602237	0.527076	0.702397	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.613194

0.319416

0.613194

0.541226

0.707235

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.606679

0.322252

0.606679

0.536743

0.697571

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.624899

0.293035

0.624899

0.544527

0.733106

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.620089

0.305411

0.620089

0.545125

0.71896

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.613358

0.319119

0.613358

0.538991

0.711532

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.610995

0.334224

0.610995

0.541889

0.700303

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.623454

0.298462

0.623454

0.544714

0.728804

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.619102

0.296636

0.619102

0.540885

0.723766

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.621138

0.290435

0.621138

0.541169

0.72884

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.608009

0.301025

0.608009

0.535111

0.703902

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.615853

0.328685

0.615853

0.544385

0.708922

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.596899

0.29129

0.596899

0.524131

0.693129

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.589127

0.288856

0.589127

0.517688

0.683441

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.597209

0.288681

0.597209

0.522438

0.696957

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.606883

0.331074

0.606883

0.537571

0.696715

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.591156

0.33045

0.591156

0.525358

0.675795

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.596815

0.296159

0.596815

0.527249

0.687529

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.59934

0.308369

0.59934

0.526896

0.694881

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.605587

0.305045

0.605587

0.532923

0.701196

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.588533

0.317013

0.588533

0.519964

0.677935

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.622244

0.307901

0.622244

0.543236

0.728145

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.623323

0.325599

0.623323

0.545076

0.727799

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.615799

0.321338

0.615799

0.540822

0.714911

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.604394

0.301816

0.604394

0.526308

0.709688

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.602773

0.304467

0.602773

0.527767

0.702633

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.610048

0.306087

0.610048

0.532816

0.713464

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.608131

0.315532

0.608131

0.533556

0.706939

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.606501

0.304868

0.606501

0.529437

0.709822

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.604071

0.29519

0.604071

0.52789

0.705947

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.623069

0.312187

0.623069

0.54353

0.729877

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.581334

0.287088

0.581334

0.51

0.675868

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.606323

0.307021

0.606323

0.530776

0.706943

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.588634

0.308078

0.588634

0.520076

0.678012

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.594085

0.295384

0.594085

0.521286

0.690517

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.597861

0.303866

0.597861

0.524107

0.695773

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.58931

0.284095

0.58931

0.512816

0.692625

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.569017

0.296462

0.569017

0.502793

0.655333

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.610023

0.311074

0.610023

0.534562

0.710292

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.575126

0.287296

0.575126

0.505683

0.66668

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.594476

0.295709

0.594476

0.521038

0.692013

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.60205

0.310392

0.60205

0.529922

0.696906

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.605025

0.288417

0.605025

0.528103

0.708176

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.607167

0.312829

0.607167

0.53324

0.704891

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.608992

0.30312

0.608992

0.531153

0.713564

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.607199

0.30797

0.607199

0.53333

0.704821

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.608632

0.295942

0.608632

0.529887

0.714867

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.610237

0.317217

0.610237

0.537495

0.705749

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.602868

0.312469

0.602868

0.532745

0.694249

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.610017

0.288967

0.610017

0.52977

0.718915

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.607483

0.312626

0.607483

0.532303

0.707393

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.599073

0.294275

0.599073

0.525665

0.696312

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.595595

0.318406

0.595595

0.526749

0.685142

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.600729

0.305426

0.600729

0.525048

0.701902

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.599631

0.300303

0.599631

0.526337

0.69664

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.598842

0.320695

0.598842

0.528557

0.690687

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.595314

0.324385

0.595314

0.527629

0.68292

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.590325

0.301464

0.590325

0.515932

0.689786

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.601011

0.300851

0.601011

0.526764

0.699623

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.602377

0.295054

0.602377

0.527126

0.702691

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.59728

0.319844

0.59728

0.527869

0.687709

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.588009

0.326028

0.588009

0.521803

0.673457

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.603539

0.298865

0.603539

0.528841

0.702811

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.598789

0.296654

0.598789

0.523819

0.698805

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.585809

0.279495

0.585809

0.510638

0.686932

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.588626

0.281517

0.588626

0.514885

0.687018

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.587752

0.2825

0.587752

0.513039

0.687935

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.59489

0.287756

0.59489

0.519268

0.696292

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.596327

0.303839

0.596327

0.521486

0.696249

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.595112

0.269383

0.595112

0.516543

0.701869

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.604346

0.308517

0.604346

0.530249

0.702514

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.625425

0.345685

0.625425

0.552727

0.720142

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.593536

0.316098

0.593536

0.522113

0.687597

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.59501

0.31183

0.59501

0.525139

0.686326

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.598785

0.294546

0.598785

0.521908

0.702224

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.603101

0.309625

0.603101

0.528457

0.7023

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.612512

0.310208

0.612512

0.536109

0.714309

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.615681

0.311721

0.615681

0.539515

0.716886

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.601462

0.275471

0.601462

0.520861

0.711576

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.603639

0.322056

0.603639

0.532884

0.69606

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.60629

0.328061

0.60629

0.535291

0.699003

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.605736

0.303308

0.605736

0.53055

0.705751

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.60908

0.301326

0.60908

0.534319

0.708165

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.58858

0.285171

0.58858

0.514245

0.688037

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.600095

0.319333

0.600095

0.530141

0.691316

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.600755

0.292251

0.600755

0.525836

0.700569

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.600753

0.287184

0.600753

0.522715

0.706181

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.604382

0.291531

0.604382

0.527262

0.707926

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.585156

0.311785

0.585156

0.51839

0.671661

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.603174

0.290278

0.603174

0.527487

0.704219

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.588623

0.300787

0.588623

0.517202

0.68293

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.598104

0.301842

0.598104

0.525012

0.694838

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.619695

0.338648

0.619695

0.546417

0.715669

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.600601

0.316415

0.600601

0.529525

0.693717

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.599734

0.306709

0.599734

0.528576

0.693031

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.591253

0.299075

0.591253

0.519079

0.686739

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.616436

0.308934

0.616436

0.540512

0.717175

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.596345

0.299058

0.596345

0.522193

0.695044

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.596157

0.307795

0.596157

0.523196

0.692765

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.595671

0.302877

0.595671

0.523498

0.690926

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HIERARCHICAL_K15

0.602237

0.305245

0.602237

0.527076

0.702397

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json