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	TSNE	HIERARCHICAL_K30	0.846118	0.734248	0.846118	0.841837	0.850443	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.850234	0.742305	0.850234	0.84736	0.853127	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.85331	0.737534	0.85331	0.84897	0.857696	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.848671	0.736793	0.848671	0.84494	0.852436	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.850241	0.73604	0.850241	0.846043	0.854481	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.84825	0.729679	0.84825	0.843937	0.852607	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.84415	0.721509	0.84415	0.839426	0.848927	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.842934	0.715947	0.842934	0.837885	0.848044	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.852557	0.745222	0.852557	0.849395	0.855742	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.848093	0.733085	0.848093	0.843198	0.853046	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.850803	0.739531	0.850803	0.846783	0.854862	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.850442	0.74244	0.850442	0.846623	0.854295	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.851662	0.747778	0.851662	0.848277	0.855075	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.849189	0.740278	0.849189	0.845336	0.853077	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.853035	0.74774	0.853035	0.849515	0.856584	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.850143	0.742249	0.850143	0.846533	0.853785	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.852202	0.743961	0.852202	0.848338	0.856102	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.850097	0.741892	0.850097	0.846121	0.85411	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.84936	0.74519	0.84936	0.845917	0.852831	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.848573	0.738727	0.848573	0.844763	0.852418	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.859445	0.749851	0.859445	0.855099	0.863835	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.863125	0.755636	0.863125	0.859527	0.866752	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.859143	0.739947	0.859143	0.853497	0.864863	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.85491	0.726889	0.85491	0.849487	0.860402	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.859317	0.746939	0.859317	0.855152	0.863522	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.863291	0.754021	0.863291	0.85935	0.867268	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.860912	0.748611	0.860912	0.856581	0.865286	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.861439	0.759423	0.861439	0.85804	0.864865	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.851046	0.74245	0.851046	0.846942	0.855191	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.853715	0.736114	0.853715	0.849366	0.858109	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.85613	0.751197	0.85613	0.852115	0.860183	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.855492	0.718131	0.855492	0.848482	0.86262	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.857332	0.764071	0.857332	0.855257	0.859416	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.856822	0.765628	0.856822	0.854723	0.858932	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.848432	0.734674	0.848432	0.844233	0.852672	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.865188	0.755397	0.865188	0.860914	0.869505	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.850037	0.737873	0.850037	0.845485	0.854639	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.850928	0.743235	0.850928	0.846591	0.855311	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.851978	0.723371	0.851978	0.846157	0.85788	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.851508	0.741885	0.851508	0.846989	0.856076	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.853757	0.73277	0.853757	0.849018	0.858549	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.859745	0.745406	0.859745	0.854155	0.865409	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.859392	0.745335	0.859392	0.853819	0.865038	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.856182	0.732941	0.856182	0.851647	0.860765	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.859551	0.745286	0.859551	0.853993	0.865183	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.858145	0.74688	0.858145	0.85459	0.86173	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.859755	0.74912	0.859755	0.855636	0.863914	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.860277	0.746376	0.860277	0.85588	0.86472	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.860554	0.740938	0.860554	0.855652	0.865513	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.852573	0.741629	0.852573	0.849135	0.856039	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_8_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.851164	0.729435	0.851164	0.846357	0.856027	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.854366	0.74709	0.854366	0.850456	0.858312	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.852506	0.747345	0.852506	0.84819	0.856865	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.856797	0.751298	0.856797	0.852194	0.861451	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.853757	0.74116	0.853757	0.848999	0.858569	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.856211	0.747172	0.856211	0.852162	0.860298	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.856875	0.746035	0.856875	0.852598	0.861195	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.847625	0.730761	0.847625	0.843086	0.852213	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.848001	0.731026	0.848001	0.843661	0.852387	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K30	0.854372	0.744236	0.854372	0.850285	0.858498	30	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_9_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.890589	0.80464	0.890589	0.932098	0.852619	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.889795	0.808626	0.889795	0.931972	0.85127	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.889627	0.806917	0.889627	0.932229	0.850749	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.888994	0.807456	0.888994	0.930904	0.850696	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.890178	0.808607	0.890178	0.932272	0.851721	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.88894	0.799738	0.88894	0.931042	0.850481	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.888334	0.802605	0.888334	0.931496	0.848995	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.889589	0.799198	0.889589	0.931224	0.851518	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.889356	0.806225	0.889356	0.931712	0.850684	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.889559	0.80372	0.889559	0.930158	0.852356	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_10_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884586	0.799061	0.884586	0.924467	0.848004	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884523	0.796618	0.884523	0.925176	0.847292	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884498	0.799952	0.884498	0.925096	0.847314	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884436	0.803851	0.884436	0.924031	0.848095	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.879327	0.77772	0.879327	0.922417	0.840083	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.882458	0.790567	0.882458	0.923602	0.844823	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.883198	0.78905	0.883198	0.923911	0.845921	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.88451	0.80287	0.88451	0.924877	0.84752	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.882295	0.794869	0.882295	0.923737	0.844412	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.880825	0.784866	0.880825	0.922591	0.842676	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_1_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.883043	0.79821	0.883043	0.926308	0.843639	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.885252	0.801012	0.885252	0.927846	0.846398	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.880801	0.787563	0.880801	0.923789	0.841636	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.88379	0.80057	0.88379	0.926577	0.84478	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.880825	0.786368	0.880825	0.923952	0.841545	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.88428	0.801045	0.88428	0.92676	0.845524	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.880583	0.787558	0.880583	0.923641	0.841361	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.879277	0.787765	0.879277	0.923152	0.839384	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.879668	0.78757	0.879668	0.923736	0.839614	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.881084	0.788679	0.881084	0.924768	0.841341	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_2_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.882502	0.783074	0.882502	0.924136	0.844458	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.881007	0.788413	0.881007	0.924369	0.841531	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.882831	0.788882	0.882831	0.925542	0.843888	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884376	0.789036	0.884376	0.925952	0.846373	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.883838	0.7947	0.883838	0.926748	0.844727	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.883923	0.793867	0.883923	0.926954	0.84471	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.880383	0.776417	0.880383	0.924272	0.840473	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884199	0.791865	0.884199	0.927249	0.844969	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.882773	0.790883	0.882773	0.92594	0.843452	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.881842	0.780368	0.881842	0.924207	0.843191	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_3_TSNE_9\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.846118

0.734248

0.846118

0.841837

0.850443

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_1\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.850234

0.742305

0.850234

0.84736

0.853127

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_10\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.85331

0.737534

0.85331

0.84897

0.857696

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_2\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.848671

0.736793

0.848671

0.84494

0.852436

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_4_TSNE_3\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.850241

0.73604

0.850241

0.846043

0.854481

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.84825

0.729679

0.84825

0.843937

0.852607

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.84415

0.721509

0.84415

0.839426

0.848927

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.842934

0.715947

0.842934

0.837885

0.848044

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.852557

0.745222

0.852557

0.849395

0.855742

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.848093

0.733085

0.848093

0.843198

0.853046

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.850803

0.739531

0.850803

0.846783

0.854862

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_1\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.850442

0.74244

0.850442

0.846623

0.854295

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_10\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.851662

0.747778

0.851662

0.848277

0.855075

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.849189

0.740278

0.849189

0.845336

0.853077

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_3\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.853035

0.74774

0.853035

0.849515

0.856584

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_4\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.850143

0.742249

0.850143

0.846533

0.853785

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.852202

0.743961

0.852202

0.848338

0.856102

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_6\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.850097

0.741892

0.850097

0.846121

0.85411

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.84936

0.74519

0.84936

0.845917

0.852831

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.848573

0.738727

0.848573

0.844763

0.852418

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_5_TSNE_9\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.859445

0.749851

0.859445

0.855099

0.863835

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_1\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.863125

0.755636

0.863125

0.859527

0.866752

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_10\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.859143

0.739947

0.859143

0.853497

0.864863

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_2\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.85491

0.726889

0.85491

0.849487

0.860402

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_3\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.859317

0.746939

0.859317

0.855152

0.863522

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_4\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.863291

0.754021

0.863291

0.85935

0.867268

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_5\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.860912

0.748611

0.860912

0.856581

0.865286

30

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.861439

0.759423

0.861439

0.85804

0.864865

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_7\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.851046

0.74245

0.851046

0.846942

0.855191

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_8\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.853715

0.736114

0.853715

0.849366

0.858109

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_6_TSNE_9\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.85613

0.751197

0.85613

0.852115

0.860183

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_1\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.855492

0.718131

0.855492

0.848482

0.86262

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_10\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.857332

0.764071

0.857332

0.855257

0.859416

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_2\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.856822

0.765628

0.856822

0.854723

0.858932

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_3\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.848432

0.734674

0.848432

0.844233

0.852672

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_4\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.865188

0.755397

0.865188

0.860914

0.869505

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_5\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.850037

0.737873

0.850037

0.845485

0.854639

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K30\dinov2_vitg14_mammalia_7_TSNE_6\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K30

0.850928

0.743235

0.850928

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0.731026

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0.850285

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0.80464

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0.932098

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0.930904

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0.808607

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0.932272

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0.931496

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0.931224

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0.80372

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0.799061

0.884586

0.924467

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0.796618

0.884523

0.925176

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0.925096

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0.803851

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0.924031

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0.879327

0.922417

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0.790567

0.882458

0.923602

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0.883198

0.78905

0.883198

0.923911

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0.80287

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0.924877

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0.794869

0.882295

0.923737

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0.880825

0.784866

0.880825

0.922591

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0.883043

0.79821

0.883043

0.926308

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0.885252

0.801012

0.885252

0.927846

0.846398

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0.880801

0.787563

0.880801

0.923789

0.841636

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0.88379

0.80057

0.88379

0.926577

0.84478

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0.880825

0.786368

0.880825

0.923952

0.841545

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0.88428

0.801045

0.88428

0.92676

0.845524

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0.880583

0.787558

0.880583

0.923641

0.841361

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0.879277

0.787765

0.879277

0.923152

0.839384

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0.879668

0.78757

0.879668

0.923736

0.839614

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0.881084

0.788679

0.881084

0.924768

0.841341

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0.882502

0.783074

0.882502

0.924136

0.844458

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0.881007

0.788413

0.881007

0.924369

0.841531

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0.882831

0.788882

0.882831

0.925542

0.843888

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0.884376

0.789036

0.884376

0.925952

0.846373

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0.883838

0.7947

0.883838

0.926748

0.844727

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0.883923

0.793867

0.883923

0.926954

0.84471

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0.880383

0.776417

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0.924272

0.840473

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0.884199

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0.927249

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0.882773

0.790883

0.882773

0.92594

0.843452

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0.881842

0.780368

0.881842

0.924207

0.843191

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