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_K45	0.884553	0.795598	0.884553	0.926255	0.846444	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.890088	0.80742	0.890088	0.929913	0.853535	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.882628	0.790782	0.882628	0.925499	0.843553	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.883581	0.798111	0.883581	0.924907	0.84579	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.887767	0.798656	0.887767	0.929669	0.84948	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.885249	0.79874	0.885249	0.928603	0.845763	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.885313	0.800152	0.885313	0.926651	0.847506	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.885674	0.796848	0.885674	0.92613	0.848604	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.883869	0.793012	0.883869	0.926372	0.845095	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.88226	0.791795	0.88226	0.924505	0.843707	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.888114	0.800109	0.888114	0.931472	0.848612	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.888536	0.800717	0.888536	0.931036	0.849747	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.890918	0.809863	0.890918	0.932483	0.852901	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884641	0.785958	0.884641	0.928238	0.844955	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.886109	0.785485	0.886109	0.929695	0.846427	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.88823	0.801009	0.88823	0.930063	0.849998	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.887644	0.796905	0.887644	0.930152	0.848852	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.886226	0.793925	0.886226	0.928123	0.847949	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.888998	0.799096	0.888998	0.932419	0.849442	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.890575	0.808834	0.890575	0.931556	0.853048	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884599	0.799922	0.884599	0.925903	0.846823	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.883491	0.799744	0.883491	0.924731	0.845773	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.886072	0.807059	0.886072	0.926433	0.849081	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.885941	0.804971	0.885941	0.924987	0.850058	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884335	0.797962	0.884335	0.924479	0.847533	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.883521	0.793126	0.883521	0.925041	0.845568	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.886543	0.806683	0.886543	0.927544	0.849013	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.885516	0.802789	0.885516	0.926979	0.847604	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.887612	0.811344	0.887612	0.928151	0.850465	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884844	0.79886	0.884844	0.927235	0.846159	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.871042	0.769593	0.871042	0.913533	0.832327	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.873823	0.776304	0.873823	0.916868	0.834638	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.873339	0.776262	0.873339	0.915724	0.834704	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.874466	0.77594	0.874466	0.916919	0.835771	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.875293	0.790438	0.875293	0.916782	0.837396	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.873487	0.775602	0.873487	0.916348	0.834457	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.87407	0.777424	0.87407	0.916351	0.835518	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.872737	0.772021	0.872737	0.916051	0.833335	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.87341	0.777247	0.87341	0.915825	0.83475	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.875165	0.788265	0.875165	0.91787	0.836258	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.883505	0.790816	0.883505	0.925161	0.845438	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.887245	0.805049	0.887245	0.927483	0.850353	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884555	0.788265	0.884555	0.925688	0.846923	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884341	0.798127	0.884341	0.925701	0.846519	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884316	0.788501	0.884316	0.927185	0.845235	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.884771	0.784804	0.884771	0.925529	0.847452	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.882494	0.782361	0.882494	0.924969	0.843748	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.885649	0.799772	0.885649	0.928056	0.846947	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.883873	0.796007	0.883873	0.92567	0.845687	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.88556	0.795882	0.88556	0.927129	0.847559	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_8_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.877067	0.793199	0.877067	0.91751	0.840038	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.87871	0.802755	0.87871	0.917769	0.84284	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.878969	0.801188	0.878969	0.918928	0.84234	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.8835	0.813818	0.8835	0.921768	0.848284	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.877285	0.793129	0.877285	0.917642	0.840329	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.877048	0.798365	0.877048	0.917311	0.840171	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.878735	0.800279	0.878735	0.91877	0.842043	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.879444	0.802436	0.879444	0.919648	0.842608	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.879414	0.802029	0.879414	0.920172	0.842113	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.876524	0.793868	0.876524	0.917145	0.839349	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_9_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.856105	0.762958	0.856105	0.89819	0.817788	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.854498	0.760256	0.854498	0.895582	0.817018	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.853222	0.74869	0.853222	0.895109	0.81508	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.854127	0.748569	0.854127	0.897163	0.81503	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.852447	0.756862	0.852447	0.894027	0.814563	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.854879	0.758428	0.854879	0.896708	0.816779	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.851917	0.754221	0.851917	0.893757	0.813819	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.857274	0.765338	0.857274	0.898623	0.819564	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.854139	0.760227	0.854139	0.895784	0.816194	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.852302	0.75385	0.852302	0.894552	0.813864	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_10_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.848794	0.753484	0.848794	0.891226	0.810218	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.845012	0.73605	0.845012	0.88753	0.80638	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.851051	0.757967	0.851051	0.893235	0.812671	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.84918	0.744037	0.84918	0.891639	0.810581	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.848507	0.747546	0.848507	0.891159	0.809752	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.850284	0.76124	0.850284	0.891996	0.812299	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.846381	0.739898	0.846381	0.889667	0.807111	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.844119	0.733585	0.844119	0.887422	0.804846	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.852869	0.760284	0.852869	0.895113	0.814433	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.849181	0.742566	0.849181	0.891045	0.811074	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_1_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.847152	0.751879	0.847152	0.887757	0.8101	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.848822	0.746247	0.848822	0.890101	0.811202	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.846781	0.746321	0.846781	0.888295	0.808974	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.845536	0.737347	0.845536	0.888529	0.806511	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.85103	0.753041	0.85103	0.892973	0.81285	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.843801	0.733007	0.843801	0.886811	0.804769	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.843755	0.74302	0.843755	0.885365	0.80588	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.849054	0.751401	0.849054	0.890682	0.811144	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.846719	0.739264	0.846719	0.888511	0.808682	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.847003	0.745395	0.847003	0.889572	0.808322	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_2_TSNE_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.84859	0.740378	0.84859	0.890444	0.810494	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_TSNE_1\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.851349	0.746724	0.851349	0.893096	0.813331	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_TSNE_10\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.852489	0.752249	0.852489	0.895142	0.813717	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_TSNE_2\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.848344	0.73229	0.848344	0.891408	0.809249	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_TSNE_3\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.849711	0.740609	0.849711	0.891872	0.811356	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_TSNE_4\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.852572	0.742687	0.852572	0.895488	0.813581	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_TSNE_5\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.853145	0.75719	0.853145	0.89487	0.815138	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_TSNE_6\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.849781	0.734399	0.849781	0.892046	0.81134	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_TSNE_7\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.851085	0.743878	0.851085	0.893297	0.812682	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_TSNE_8\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	TSNE	HIERARCHICAL_K45	0.855384	0.756804	0.855384	0.897892	0.81672	45	30	dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_mammalia_3_TSNE_9\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.884553

0.795598

0.884553

0.926255

0.846444

45

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.890088

0.80742

0.890088

0.929913

0.853535

45

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.882628

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0.882628

0.925499

0.843553

45

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dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_2\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.883581

0.798111

0.883581

0.924907

0.84579

45

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.887767

0.798656

0.887767

0.929669

0.84948

45

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dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_4_TSNE_4\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.885249

0.79874

0.885249

0.928603

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45

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.885313

0.800152

0.885313

0.926651

0.847506

45

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DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.885674

0.796848

0.885674

0.92613

0.848604

45

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.883869

0.793012

0.883869

0.926372

0.845095

45

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.88226

0.791795

0.88226

0.924505

0.843707

45

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.888114

0.800109

0.888114

0.931472

0.848612

45

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.888536

0.800717

0.888536

0.931036

0.849747

45

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_10\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.890918

0.809863

0.890918

0.932483

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45

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dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_5_TSNE_2\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.884641

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.886109

0.785485

0.886109

0.929695

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.88823

0.801009

0.88823

0.930063

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.887644

0.796905

0.887644

0.930152

0.848852

45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.886226

0.793925

0.886226

0.928123

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.888998

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0.888998

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.890575

0.808834

0.890575

0.931556

0.853048

45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.884599

0.799922

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45

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_1\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.883491

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.886072

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45

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_2\analysis_summary.json

DINOv2 ViT-g/14

dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.885941

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.884335

0.797962

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.883521

0.793126

0.883521

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.886543

0.806683

0.886543

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.885516

0.802789

0.885516

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45

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_6_TSNE_7\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.887612

0.811344

0.887612

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.884844

0.79886

0.884844

0.927235

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.871042

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0.871042

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45

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_1\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.873823

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45

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_10\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.873339

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45

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_2\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.874466

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0.874466

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45

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_3\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.875293

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45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.873487

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0.834457

45

30

dinov2_vitg14\dimension_reduction\TSNE\clustering\HIERARCHICAL_K45\dinov2_vitg14_aves_7_TSNE_5\analysis_summary.json

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.87407

0.777424

0.87407

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0.835518

45

30

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dinov2_vitg14

TSNE

HIERARCHICAL_K45

0.872737

0.772021

0.872737

0.916051

0.833335

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0.793199

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0.91751

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0.801188

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0.84234

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0.8835

0.813818

0.8835

0.921768

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0.877285

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0.840329

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0.798365

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0.800279

0.878735

0.91877

0.842043

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0.919648

0.842608

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0.802029

0.879414

0.920172

0.842113

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0.876524

0.793868

0.876524

0.917145

0.839349

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0.856105

0.762958

0.856105

0.89819

0.817788

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0.854498

0.760256

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0.895582

0.817018

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0.853222

0.74869

0.853222

0.895109

0.81508

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0.854127

0.748569

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0.897163

0.81503

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0.852447

0.756862

0.852447

0.894027

0.814563

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0.854879

0.758428

0.854879

0.896708

0.816779

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0.851917

0.754221

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0.893757

0.813819

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0.857274

0.765338

0.857274

0.898623

0.819564

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0.854139

0.760227

0.854139

0.895784

0.816194

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0.852302

0.75385

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0.894552

0.813864

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0.848794

0.753484

0.848794

0.891226

0.810218

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0.845012

0.73605

0.845012

0.88753

0.80638

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0.851051

0.757967

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0.893235

0.812671

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0.84918

0.744037

0.84918

0.891639

0.810581

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0.848507

0.747546

0.848507

0.891159

0.809752

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0.850284

0.76124

0.850284

0.891996

0.812299

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0.846381

0.739898

0.846381

0.889667

0.807111

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0.844119

0.733585

0.844119

0.887422

0.804846

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0.852869

0.760284

0.852869

0.895113

0.814433

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0.849181

0.742566

0.849181

0.891045

0.811074

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0.847152

0.751879

0.847152

0.887757

0.8101

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0.848822

0.746247

0.848822

0.890101

0.811202

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HIERARCHICAL_K45

0.846781

0.746321

0.846781

0.888295

0.808974

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HIERARCHICAL_K45

0.845536

0.737347

0.845536

0.888529

0.806511

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HIERARCHICAL_K45

0.85103

0.753041

0.85103

0.892973

0.81285

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HIERARCHICAL_K45

0.843801

0.733007

0.843801

0.886811

0.804769

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HIERARCHICAL_K45

0.843755

0.74302

0.843755

0.885365

0.80588

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HIERARCHICAL_K45

0.849054

0.751401

0.849054

0.890682

0.811144

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0.846719

0.739264

0.846719

0.888511

0.808682

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HIERARCHICAL_K45

0.847003

0.745395

0.847003

0.889572

0.808322

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HIERARCHICAL_K45

0.84859

0.740378

0.84859

0.890444

0.810494

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0.851349

0.746724

0.851349

0.893096

0.813331

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0.852489

0.752249

0.852489

0.895142

0.813717

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0.848344

0.73229

0.848344

0.891408

0.809249

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0.849711

0.740609

0.849711

0.891872

0.811356

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0.852572

0.742687

0.852572

0.895488

0.813581

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0.853145

0.75719

0.853145

0.89487

0.815138

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0.849781

0.734399

0.849781

0.892046

0.81134

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0.851085

0.743878

0.851085

0.893297

0.812682

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0.855384

0.756804

0.855384

0.897892

0.81672

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