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
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.617099	0.238641	0.617099	0.760498	0.519199	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.617878	0.221961	0.617878	0.761773	0.519708	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.604448	0.230891	0.604448	0.746949	0.507607	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.607136	0.216619	0.607136	0.749526	0.51021	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.607477	0.228295	0.607477	0.74567	0.512498	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.62132	0.24478	0.62132	0.762654	0.524179	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.626273	0.233415	0.626273	0.772338	0.526669	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.632979	0.252512	0.632979	0.780686	0.532273	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.61204	0.223416	0.61204	0.756932	0.513706	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.608571	0.232031	0.608571	0.746298	0.513758	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.580933	0.214904	0.580933	0.716956	0.488293	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.573242	0.219554	0.573242	0.707247	0.481929	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.552046	0.186013	0.552046	0.680601	0.464339	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.546	0.189327	0.546	0.675184	0.458311	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.570156	0.197183	0.570156	0.706884	0.477749	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.564189	0.196034	0.564189	0.698114	0.473377	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.567469	0.194709	0.567469	0.701011	0.476664	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.563984	0.197832	0.563984	0.697619	0.473317	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.543751	0.184233	0.543751	0.6741	0.455644	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K180	0.552517	0.184908	0.552517	0.681836	0.464431	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.680678	0.457287	0.680678	0.669155	0.692605	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.686262	0.487769	0.686262	0.678135	0.694585	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.646452	0.428091	0.646452	0.635706	0.657568	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.658182	0.420846	0.658182	0.649133	0.667488	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.668444	0.431885	0.668444	0.657388	0.679878	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.688202	0.459337	0.688202	0.676534	0.70028	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.692556	0.480172	0.692556	0.684427	0.70088	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.697333	0.506645	0.697333	0.691906	0.702846	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.669554	0.466935	0.669554	0.663034	0.676205	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.669834	0.438506	0.669834	0.659617	0.680372	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.62894	0.40295	0.62894	0.620162	0.637969	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.613905	0.379028	0.613905	0.604624	0.623475	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.592735	0.363555	0.592735	0.588277	0.597261	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.584434	0.334964	0.584434	0.572819	0.596528	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.625682	0.399097	0.625682	0.619	0.63251	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.603396	0.369601	0.603396	0.595172	0.611851	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.61595	0.395762	0.61595	0.605949	0.626287	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.608353	0.375814	0.608353	0.601402	0.615466	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.576547	0.337463	0.576547	0.569588	0.583679	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K30	0.600954	0.349382	0.600954	0.59013	0.612183	30	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.671339	0.45952	0.671339	0.698898	0.645871	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.671048	0.455564	0.671048	0.694983	0.648707	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.650972	0.455319	0.650972	0.677674	0.626294	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.651494	0.415864	0.651494	0.679462	0.625739	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.65911	0.417487	0.65911	0.683448	0.636446	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.677972	0.461159	0.677972	0.705139	0.65282	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.681521	0.469075	0.681521	0.707386	0.657481	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.684844	0.471604	0.684844	0.712761	0.659032	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.664163	0.453663	0.664163	0.691899	0.638565	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.661814	0.416723	0.661814	0.685382	0.639813	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.6226	0.392504	0.6226	0.648846	0.598395	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.609269	0.366028	0.609269	0.634295	0.586143	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.590873	0.343644	0.590873	0.612863	0.570407	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.577949	0.341331	0.577949	0.602234	0.555546	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.618939	0.392962	0.618939	0.646676	0.593484	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.603134	0.367636	0.603134	0.63017	0.578322	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.610398	0.378765	0.610398	0.634898	0.587718	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.604682	0.374896	0.604682	0.627857	0.583157	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.582253	0.349697	0.582253	0.604175	0.561866	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K45	0.597754	0.358828	0.597754	0.624904	0.572865	45	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.645384	0.357749	0.645384	0.730927	0.577766	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.649281	0.359456	0.649281	0.731742	0.583523	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.626621	0.347701	0.626621	0.713373	0.558681	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.633472	0.321393	0.633472	0.719097	0.566069	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.6324	0.339031	0.6324	0.715637	0.566509	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.647652	0.355999	0.647652	0.735702	0.578425	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.653501	0.361727	0.653501	0.741941	0.583899	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.657036	0.356178	0.657036	0.75001	0.58457	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.636932	0.350878	0.636932	0.72354	0.568842	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.636044	0.342853	0.636044	0.717488	0.571206	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.598368	0.281078	0.598368	0.681935	0.533047	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.588401	0.287196	0.588401	0.671006	0.523905	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.569928	0.280136	0.569928	0.647829	0.508751	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.565617	0.280254	0.565617	0.643684	0.504438	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.592237	0.305746	0.592237	0.674906	0.527611	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.587355	0.292218	0.587355	0.67072	0.522423	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.58746	0.284402	0.58746	0.669827	0.523132	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.587456	0.30671	0.587456	0.667814	0.524359	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.56241	0.275972	0.56241	0.641192	0.500869	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	HIERARCHICAL_K90	0.575335	0.29179	0.575335	0.651993	0.514807	90	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.3524	0.046191	0.3524	0.252568	0.582736	54	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.343823	0.044326	0.343823	0.246779	0.566653	61	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.341319	0.045961	0.341319	0.241833	0.579867	49	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.344184	0.044423	0.344184	0.244794	0.579445	51	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.354821	0.048181	0.354821	0.255212	0.581958	46	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.36637	0.047803	0.36637	0.263597	0.600492	49	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.351601	0.047485	0.351601	0.252647	0.577979	54	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.339477	0.044291	0.339477	0.242019	0.568344	56	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.358022	0.047001	0.358022	0.260027	0.57455	61	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.346018	0.0434	0.346018	0.248669	0.568626	60	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_9_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.416436	0.060217	0.416436	0.329712	0.565063	76	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_10_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.408428	0.053743	0.408428	0.325023	0.549415	73	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_1_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.406372	0.054217	0.406372	0.315892	0.569489	65	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_2_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.421057	0.06413	0.421057	0.348184	0.532509	80	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_3_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.415438	0.057434	0.415438	0.340354	0.533028	79	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_4_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.42008	0.062375	0.42008	0.344391	0.538408	82	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_5_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.420964	0.056776	0.420964	0.341673	0.548179	81	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_6_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.410158	0.056676	0.410158	0.332198	0.535927	72	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_7_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.419286	0.059487	0.419286	0.335935	0.55765	76	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_8_KERNEL_PCA\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	KERNEL_PCA	DBSCAN	0.399664	0.049206	0.399664	0.312063	0.555643	57	30	dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_9_KERNEL_PCA\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.617099

0.238641

0.617099

0.760498

0.519199

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.617878

0.221961

0.617878

0.761773

0.519708

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.604448

0.230891

0.604448

0.746949

0.507607

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.607136

0.216619

0.607136

0.749526

0.51021

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.607477

0.228295

0.607477

0.74567

0.512498

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.62132

0.24478

0.62132

0.762654

0.524179

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.626273

0.233415

0.626273

0.772338

0.526669

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.632979

0.252512

0.632979

0.780686

0.532273

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.61204

0.223416

0.61204

0.756932

0.513706

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.608571

0.232031

0.608571

0.746298

0.513758

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.580933

0.214904

0.580933

0.716956

0.488293

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.573242

0.219554

0.573242

0.707247

0.481929

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.552046

0.186013

0.552046

0.680601

0.464339

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.546

0.189327

0.546

0.675184

0.458311

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.570156

0.197183

0.570156

0.706884

0.477749

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.564189

0.196034

0.564189

0.698114

0.473377

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.567469

0.194709

0.567469

0.701011

0.476664

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.563984

0.197832

0.563984

0.697619

0.473317

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.543751

0.184233

0.543751

0.6741

0.455644

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K180

0.552517

0.184908

0.552517

0.681836

0.464431

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K180\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.680678

0.457287

0.680678

0.669155

0.692605

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.686262

0.487769

0.686262

0.678135

0.694585

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.646452

0.428091

0.646452

0.635706

0.657568

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.658182

0.420846

0.658182

0.649133

0.667488

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.668444

0.431885

0.668444

0.657388

0.679878

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.688202

0.459337

0.688202

0.676534

0.70028

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.692556

0.480172

0.692556

0.684427

0.70088

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.697333

0.506645

0.697333

0.691906

0.702846

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.669554

0.466935

0.669554

0.663034

0.676205

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.669834

0.438506

0.669834

0.659617

0.680372

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.62894

0.40295

0.62894

0.620162

0.637969

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.613905

0.379028

0.613905

0.604624

0.623475

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.592735

0.363555

0.592735

0.588277

0.597261

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.584434

0.334964

0.584434

0.572819

0.596528

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.625682

0.399097

0.625682

0.619

0.63251

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.603396

0.369601

0.603396

0.595172

0.611851

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.61595

0.395762

0.61595

0.605949

0.626287

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.608353

0.375814

0.608353

0.601402

0.615466

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.576547

0.337463

0.576547

0.569588

0.583679

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K30

0.600954

0.349382

0.600954

0.59013

0.612183

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.671339

0.45952

0.671339

0.698898

0.645871

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.671048

0.455564

0.671048

0.694983

0.648707

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.650972

0.455319

0.650972

0.677674

0.626294

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.651494

0.415864

0.651494

0.679462

0.625739

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.65911

0.417487

0.65911

0.683448

0.636446

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.677972

0.461159

0.677972

0.705139

0.65282

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.681521

0.469075

0.681521

0.707386

0.657481

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.684844

0.471604

0.684844

0.712761

0.659032

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.664163

0.453663

0.664163

0.691899

0.638565

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.661814

0.416723

0.661814

0.685382

0.639813

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.6226

0.392504

0.6226

0.648846

0.598395

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.609269

0.366028

0.609269

0.634295

0.586143

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.590873

0.343644

0.590873

0.612863

0.570407

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.577949

0.341331

0.577949

0.602234

0.555546

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.618939

0.392962

0.618939

0.646676

0.593484

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.603134

0.367636

0.603134

0.63017

0.578322

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.610398

0.378765

0.610398

0.634898

0.587718

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.604682

0.374896

0.604682

0.627857

0.583157

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.582253

0.349697

0.582253

0.604175

0.561866

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K45

0.597754

0.358828

0.597754

0.624904

0.572865

45

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.645384

0.357749

0.645384

0.730927

0.577766

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.649281

0.359456

0.649281

0.731742

0.583523

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.626621

0.347701

0.626621

0.713373

0.558681

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.633472

0.321393

0.633472

0.719097

0.566069

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.6324

0.339031

0.6324

0.715637

0.566509

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.647652

0.355999

0.647652

0.735702

0.578425

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.653501

0.361727

0.653501

0.741941

0.583899

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.657036

0.356178

0.657036

0.75001

0.58457

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.636932

0.350878

0.636932

0.72354

0.568842

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.636044

0.342853

0.636044

0.717488

0.571206

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.598368

0.281078

0.598368

0.681935

0.533047

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.588401

0.287196

0.588401

0.671006

0.523905

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.569928

0.280136

0.569928

0.647829

0.508751

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.565617

0.280254

0.565617

0.643684

0.504438

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.592237

0.305746

0.592237

0.674906

0.527611

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.587355

0.292218

0.587355

0.67072

0.522423

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.58746

0.284402

0.58746

0.669827

0.523132

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.587456

0.30671

0.587456

0.667814

0.524359

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.56241

0.275972

0.56241

0.641192

0.500869

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

HIERARCHICAL_K90

0.575335

0.29179

0.575335

0.651993

0.514807

90

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\HIERARCHICAL_K90\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.3524

0.046191

0.3524

0.252568

0.582736

54

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_10_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.343823

0.044326

0.343823

0.246779

0.566653

61

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_1_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.341319

0.045961

0.341319

0.241833

0.579867

49

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_2_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.344184

0.044423

0.344184

0.244794

0.579445

51

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_3_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.354821

0.048181

0.354821

0.255212

0.581958

46

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_4_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.36637

0.047803

0.36637

0.263597

0.600492

49

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_5_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.351601

0.047485

0.351601

0.252647

0.577979

54

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_6_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.339477

0.044291

0.339477

0.242019

0.568344

56

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_7_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.358022

0.047001

0.358022

0.260027

0.57455

61

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_8_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.346018

0.0434

0.346018

0.248669

0.568626

60

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_aves_9_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.416436

0.060217

0.416436

0.329712

0.565063

76

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_10_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.408428

0.053743

0.408428

0.325023

0.549415

73

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_1_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.406372

0.054217

0.406372

0.315892

0.569489

65

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_2_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.421057

0.06413

0.421057

0.348184

0.532509

80

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_3_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.415438

0.057434

0.415438

0.340354

0.533028

79

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_4_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.42008

0.062375

0.42008

0.344391

0.538408

82

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_5_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.420964

0.056776

0.420964

0.341673

0.548179

81

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_6_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.410158

0.056676

0.410158

0.332198

0.535927

72

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_7_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.419286

0.059487

0.419286

0.335935

0.55765

76

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_8_KERNEL_PCA\analysis_summary.json

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dinov2_vitg14

KERNEL_PCA

DBSCAN

0.399664

0.049206

0.399664

0.312063

0.555643

57

30

dinov2_vitg14\dimension_reduction\KERNEL_PCA\clustering\DBSCAN\dinov2_vitg14_mammalia_9_KERNEL_PCA\analysis_summary.json