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
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.594481	0.275857	0.594481	0.515101	0.702784	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.585555	0.304898	0.585555	0.515761	0.677196	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.601243	0.317199	0.601243	0.529704	0.695124	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.597415	0.313569	0.597415	0.527073	0.689424	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.592963	0.29268	0.592963	0.518535	0.692338	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.589999	0.275001	0.589999	0.513234	0.693767	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.59067	0.281117	0.59067	0.516063	0.690495	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.583613	0.291498	0.583613	0.51139	0.679591	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.612091	0.305973	0.612091	0.535828	0.713665	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.598451	0.302372	0.598451	0.523765	0.697979	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.595279	0.290407	0.595279	0.519604	0.696754	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.587468	0.278895	0.587468	0.511728	0.689523	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.59256	0.307255	0.59256	0.521558	0.685939	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.575345	0.284836	0.575345	0.504645	0.669082	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.592338	0.270055	0.592338	0.51384	0.699145	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.59149	0.321145	0.59149	0.525806	0.675928	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.596763	0.321363	0.596763	0.527679	0.686661	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.586085	0.302943	0.586085	0.516894	0.676662	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.594223	0.311416	0.594223	0.523122	0.687692	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.591227	0.297805	0.591227	0.519442	0.686035	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.596008	0.275763	0.596008	0.516806	0.70388	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.607848	0.324758	0.607848	0.537871	0.698757	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.585458	0.264178	0.585458	0.506759	0.693096	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.597447	0.27043	0.597447	0.520025	0.701954	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.601035	0.296553	0.601035	0.526741	0.699727	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.601386	0.317973	0.601386	0.531546	0.692356	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.596261	0.269536	0.596261	0.517973	0.702429	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.609611	0.336084	0.609611	0.539907	0.699982	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.596652	0.299248	0.596652	0.523966	0.692753	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.603023	0.31551	0.603023	0.532773	0.694612	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.576962	0.25555	0.576962	0.497926	0.685823	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.578634	0.24255	0.578634	0.497371	0.691636	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.585009	0.277249	0.585009	0.508767	0.688129	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.592398	0.278514	0.592398	0.513025	0.700826	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.5712	0.227441	0.5712	0.489493	0.68565	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.571858	0.254413	0.571858	0.496146	0.674838	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.576067	0.293923	0.576067	0.507318	0.666372	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.570976	0.24872	0.570976	0.493221	0.677836	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.567136	0.257824	0.567136	0.494	0.665692	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.575065	0.254197	0.575065	0.496226	0.683689	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.672788	0.277771	0.672788	0.834638	0.563514	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.672412	0.26863	0.672412	0.835117	0.562769	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.669776	0.275628	0.669776	0.830319	0.561256	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.672373	0.277462	0.672373	0.835133	0.562707	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.667674	0.269391	0.667674	0.830141	0.558392	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.673645	0.270112	0.673645	0.836748	0.563755	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.671083	0.269019	0.671083	0.833582	0.561603	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.668209	0.265031	0.668209	0.8315	0.558525	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.66838	0.262021	0.66838	0.83021	0.559349	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.670022	0.271027	0.670022	0.832023	0.560825	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.674237	0.27529	0.674237	0.836626	0.56464	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.671106	0.270845	0.671106	0.833489	0.561678	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.671839	0.275911	0.671839	0.835262	0.561901	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.665881	0.268001	0.665881	0.82801	0.556848	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.666211	0.260125	0.666211	0.830021	0.556402	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.673959	0.284834	0.673959	0.835313	0.564849	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.664929	0.252686	0.664929	0.82989	0.554674	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.668998	0.266671	0.668998	0.832601	0.559131	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.669179	0.27048	0.669179	0.831703	0.55979	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.667695	0.265968	0.667695	0.830329	0.558336	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.664403	0.268577	0.664403	0.82496	0.556161	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.667473	0.275145	0.667473	0.828582	0.558817	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.665044	0.268363	0.665044	0.825403	0.556858	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.667071	0.270814	0.667071	0.828379	0.558346	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.663817	0.270639	0.663817	0.824678	0.555468	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.662766	0.266536	0.662766	0.822865	0.554819	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.662878	0.262647	0.662878	0.824433	0.554265	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.6634	0.268074	0.6634	0.823664	0.555345	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.665387	0.265822	0.665387	0.827453	0.556408	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.659307	0.259024	0.659307	0.818809	0.551815	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.666829	0.27016	0.666829	0.827845	0.558249	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.668936	0.268	0.668936	0.83155	0.559519	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.670187	0.274087	0.670187	0.83224	0.560958	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.660467	0.247055	0.660467	0.823721	0.55122	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.664709	0.258742	0.664709	0.826302	0.55598	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.668811	0.264735	0.668811	0.831876	0.559197	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.667721	0.271987	0.667721	0.829424	0.558782	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.666493	0.271843	0.666493	0.827154	0.558093	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.6651	0.263683	0.6651	0.827179	0.55613	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.667602	0.266107	0.667602	0.829754	0.558465	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.670237	0.26634	0.670237	0.833819	0.560312	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.669398	0.265356	0.669398	0.832585	0.559697	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.673904	0.285262	0.673904	0.83569	0.564599	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.674178	0.273748	0.674178	0.836802	0.564478	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.668719	0.269851	0.668719	0.830963	0.559481	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.6687	0.2642	0.6687	0.831338	0.559285	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.672262	0.268517	0.672262	0.836787	0.561803	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.673197	0.274809	0.673197	0.836737	0.563132	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.668874	0.269675	0.668874	0.832287	0.559098	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.671647	0.277494	0.671647	0.834055	0.562179	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.658808	0.261564	0.658808	0.818363	0.551319	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.655073	0.252754	0.655073	0.815695	0.547302	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.656921	0.257486	0.656921	0.816287	0.549618	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.660786	0.261109	0.660786	0.822404	0.552258	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_5_UMAP_3\analysis_summary.json
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CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.659657	0.256332	0.659657	0.82047	0.551553	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.659427	0.259126	0.659427	0.819502	0.551668	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.659823	0.258665	0.659823	0.821054	0.551521	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K180	0.657656	0.261238	0.657656	0.816964	0.550339	180	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K180\clip_vitl14_aves_5_UMAP_8\analysis_summary.json
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GMM_K15

0.594481

0.275857

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GMM_K15

0.585555

0.304898

0.585555

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0.677196

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UMAP

GMM_K15

0.601243

0.317199

0.601243

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0.695124

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GMM_K15

0.597415

0.313569

0.597415

0.527073

0.689424

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UMAP

GMM_K15

0.592963

0.29268

0.592963

0.518535

0.692338

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UMAP

GMM_K15

0.589999

0.275001

0.589999

0.513234

0.693767

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UMAP

GMM_K15

0.59067

0.281117

0.59067

0.516063

0.690495

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GMM_K15

0.583613

0.291498

0.583613

0.51139

0.679591

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UMAP

GMM_K15

0.612091

0.305973

0.612091

0.535828

0.713665

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GMM_K15

0.598451

0.302372

0.598451

0.523765

0.697979

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GMM_K15

0.595279

0.290407

0.595279

0.519604

0.696754

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UMAP

GMM_K15

0.587468

0.278895

0.587468

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0.689523

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UMAP

GMM_K15

0.59256

0.307255

0.59256

0.521558

0.685939

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UMAP

GMM_K15

0.575345

0.284836

0.575345

0.504645

0.669082

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UMAP

GMM_K15

0.592338

0.270055

0.592338

0.51384

0.699145

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UMAP

GMM_K15

0.59149

0.321145

0.59149

0.525806

0.675928

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GMM_K15

0.596763

0.321363

0.596763

0.527679

0.686661

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UMAP

GMM_K15

0.586085

0.302943

0.586085

0.516894

0.676662

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UMAP

GMM_K15

0.594223

0.311416

0.594223

0.523122

0.687692

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GMM_K15

0.591227

0.297805

0.591227

0.519442

0.686035

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GMM_K15

0.596008

0.275763

0.596008

0.516806

0.70388

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GMM_K15

0.607848

0.324758

0.607848

0.537871

0.698757

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UMAP

GMM_K15

0.585458

0.264178

0.585458

0.506759

0.693096

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UMAP

GMM_K15

0.597447

0.27043

0.597447

0.520025

0.701954

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UMAP

GMM_K15

0.601035

0.296553

0.601035

0.526741

0.699727

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UMAP

GMM_K15

0.601386

0.317973

0.601386

0.531546

0.692356

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GMM_K15

0.596261

0.269536

0.596261

0.517973

0.702429

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GMM_K15

0.609611

0.336084

0.609611

0.539907

0.699982

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GMM_K15

0.596652

0.299248

0.596652

0.523966

0.692753

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GMM_K15

0.603023

0.31551

0.603023

0.532773

0.694612

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GMM_K15

0.576962

0.25555

0.576962

0.497926

0.685823

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GMM_K15

0.578634

0.24255

0.578634

0.497371

0.691636

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UMAP

GMM_K15

0.585009

0.277249

0.585009

0.508767

0.688129

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GMM_K15

0.592398

0.278514

0.592398

0.513025

0.700826

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GMM_K15

0.5712

0.227441

0.5712

0.489493

0.68565

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GMM_K15

0.571858

0.254413

0.571858

0.496146

0.674838

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GMM_K15

0.576067

0.293923

0.576067

0.507318

0.666372

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GMM_K15

0.570976

0.24872

0.570976

0.493221

0.677836

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GMM_K15

0.567136

0.257824

0.567136

0.494

0.665692

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GMM_K15

0.575065

0.254197

0.575065

0.496226

0.683689

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GMM_K180

0.672788

0.277771

0.672788

0.834638

0.563514

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GMM_K180

0.672412

0.26863

0.672412

0.835117

0.562769

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GMM_K180

0.669776

0.275628

0.669776

0.830319

0.561256

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GMM_K180

0.672373

0.277462

0.672373

0.835133

0.562707

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GMM_K180

0.667674

0.269391

0.667674

0.830141

0.558392

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GMM_K180

0.673645

0.270112

0.673645

0.836748

0.563755

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GMM_K180

0.671083

0.269019

0.671083

0.833582

0.561603

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GMM_K180

0.668209

0.265031

0.668209

0.8315

0.558525

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GMM_K180

0.66838

0.262021

0.66838

0.83021

0.559349

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GMM_K180

0.670022

0.271027

0.670022

0.832023

0.560825

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GMM_K180

0.674237

0.27529

0.674237

0.836626

0.56464

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GMM_K180

0.671106

0.270845

0.671106

0.833489

0.561678

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GMM_K180

0.671839

0.275911

0.671839

0.835262

0.561901

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UMAP

GMM_K180

0.665881

0.268001

0.665881

0.82801

0.556848

180

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UMAP

GMM_K180

0.666211

0.260125

0.666211

0.830021

0.556402

180

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UMAP

GMM_K180

0.673959

0.284834

0.673959

0.835313

0.564849

180

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UMAP

GMM_K180

0.664929

0.252686

0.664929

0.82989

0.554674

180

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UMAP

GMM_K180

0.668998

0.266671

0.668998

0.832601

0.559131

180

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UMAP

GMM_K180

0.669179

0.27048

0.669179

0.831703

0.55979

180

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UMAP

GMM_K180

0.667695

0.265968

0.667695

0.830329

0.558336

180

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UMAP

GMM_K180

0.664403

0.268577

0.664403

0.82496

0.556161

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UMAP

GMM_K180

0.667473

0.275145

0.667473

0.828582

0.558817

180

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UMAP

GMM_K180

0.665044

0.268363

0.665044

0.825403

0.556858

180

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UMAP

GMM_K180

0.667071

0.270814

0.667071

0.828379

0.558346

180

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UMAP

GMM_K180

0.663817

0.270639

0.663817

0.824678

0.555468

180

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UMAP

GMM_K180

0.662766

0.266536

0.662766

0.822865

0.554819

180

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UMAP

GMM_K180

0.662878

0.262647

0.662878

0.824433

0.554265

180

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UMAP

GMM_K180

0.6634

0.268074

0.6634

0.823664

0.555345

180

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UMAP

GMM_K180

0.665387

0.265822

0.665387

0.827453

0.556408

180

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UMAP

GMM_K180

0.659307

0.259024

0.659307

0.818809

0.551815

180

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UMAP

GMM_K180

0.666829

0.27016

0.666829

0.827845

0.558249

180

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UMAP

GMM_K180

0.668936

0.268

0.668936

0.83155

0.559519

180

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GMM_K180

0.670187

0.274087

0.670187

0.83224

0.560958

180

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GMM_K180

0.660467

0.247055

0.660467

0.823721

0.55122

180

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UMAP

GMM_K180

0.664709

0.258742

0.664709

0.826302

0.55598

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UMAP

GMM_K180

0.668811

0.264735

0.668811

0.831876

0.559197

180

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UMAP

GMM_K180

0.667721

0.271987

0.667721

0.829424

0.558782

180

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UMAP

GMM_K180

0.666493

0.271843

0.666493

0.827154

0.558093

180

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UMAP

GMM_K180

0.6651

0.263683

0.6651

0.827179

0.55613

180

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UMAP

GMM_K180

0.667602

0.266107

0.667602

0.829754

0.558465

180

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UMAP

GMM_K180

0.670237

0.26634

0.670237

0.833819

0.560312

180

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GMM_K180

0.669398

0.265356

0.669398

0.832585

0.559697

180

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GMM_K180

0.673904

0.285262

0.673904

0.83569

0.564599

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UMAP

GMM_K180

0.674178

0.273748

0.674178

0.836802

0.564478

180

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UMAP

GMM_K180

0.668719

0.269851

0.668719

0.830963

0.559481

180

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GMM_K180

0.6687

0.2642

0.6687

0.831338

0.559285

180

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GMM_K180

0.672262

0.268517

0.672262

0.836787

0.561803

180

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GMM_K180

0.673197

0.274809

0.673197

0.836737

0.563132

180

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GMM_K180

0.668874

0.269675

0.668874

0.832287

0.559098

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GMM_K180

0.671647

0.277494

0.671647

0.834055

0.562179

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GMM_K180

0.658808

0.261564

0.658808

0.818363

0.551319

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GMM_K180

0.655073

0.252754

0.655073

0.815695

0.547302

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GMM_K180

0.656921

0.257486

0.656921

0.816287

0.549618

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GMM_K180

0.660786

0.261109

0.660786

0.822404

0.552258

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GMM_K180

0.658344

0.261658

0.658344

0.81712

0.551233

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GMM_K180

0.659657

0.256332

0.659657

0.82047

0.551553

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GMM_K180

0.659427

0.259126

0.659427

0.819502

0.551668

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GMM_K180

0.659823

0.258665

0.659823

0.821054

0.551521

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GMM_K180

0.657656

0.261238

0.657656

0.816964

0.550339

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GMM_K180

0.659016

0.259997

0.659016

0.819438

0.551123

180

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