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	HDBSCAN	0.640216	0.256421	0.640216	0.669862	0.613083	71	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.636946	0.224274	0.636946	0.667333	0.609206	76	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.652926	0.275458	0.652926	0.677429	0.630135	64	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.639366	0.234546	0.639366	0.681116	0.602439	82	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.646294	0.280258	0.646294	0.672481	0.62207	68	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.648128	0.277299	0.648128	0.678916	0.620012	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.641559	0.251562	0.641559	0.66913	0.616169	74	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.642764	0.250709	0.642764	0.66734	0.619934	67	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.656286	0.290455	0.656286	0.687519	0.627767	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.645449	0.263126	0.645449	0.673499	0.619642	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.651403	0.29508	0.651403	0.696433	0.611842	74	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.639561	0.298698	0.639561	0.669445	0.612232	68	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.635056	0.228525	0.635056	0.673731	0.600581	84	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.644195	0.289379	0.644195	0.680037	0.611942	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.644948	0.260897	0.644948	0.685559	0.608879	77	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.64992	0.305854	0.64992	0.680604	0.621883	64	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.642422	0.291881	0.642422	0.677196	0.611046	73	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.643966	0.245822	0.643966	0.68807	0.605176	81	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.634801	0.253458	0.634801	0.676115	0.598245	78	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.649232	0.295095	0.649232	0.680491	0.620718	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.641231	0.210534	0.641231	0.687869	0.600516	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.64709	0.223568	0.64709	0.687836	0.610901	81	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.648134	0.246636	0.648134	0.69112	0.610182	81	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.640716	0.218381	0.640716	0.678531	0.606894	83	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.65244	0.285322	0.65244	0.699372	0.611411	80	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.64939	0.258126	0.64939	0.700953	0.604893	83	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.656938	0.262149	0.656938	0.707564	0.613073	84	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.65621	0.26578	0.65621	0.699626	0.617868	80	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.660911	0.278732	0.660911	0.701006	0.625154	75	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.654657	0.25988	0.654657	0.703019	0.612521	83	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.650753	0.249826	0.650753	0.69036	0.615444	75	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.657962	0.285327	0.657962	0.694045	0.625445	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.653522	0.273691	0.653522	0.685986	0.623992	69	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.650139	0.289269	0.650139	0.682217	0.620943	66	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.648844	0.233174	0.648844	0.685569	0.615854	78	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.643442	0.215986	0.643442	0.683149	0.608098	83	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.647579	0.218218	0.647579	0.685686	0.613485	82	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.658251	0.299776	0.658251	0.693501	0.626412	69	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.646306	0.22674	0.646306	0.678929	0.616673	74	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.662746	0.283576	0.662746	0.70008	0.629192	73	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.619121	0.329725	0.619121	0.541719	0.722327	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.614079	0.310885	0.614079	0.535382	0.719898	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.628504	0.346443	0.628504	0.555234	0.724053	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.626533	0.339477	0.626533	0.550479	0.726971	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.619469	0.315896	0.619469	0.540865	0.724805	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.615697	0.3113	0.615697	0.538023	0.719584	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.626486	0.346663	0.626486	0.552202	0.723863	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.60623	0.311723	0.60623	0.529249	0.709415	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.631426	0.329722	0.631426	0.552916	0.735921	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.628551	0.352039	0.628551	0.554088	0.726137	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.608731	0.321738	0.608731	0.534817	0.706353	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.613143	0.307774	0.613143	0.535317	0.717448	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.601681	0.306559	0.601681	0.527597	0.699969	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.609609	0.313754	0.609609	0.533926	0.710292	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.59319	0.292363	0.59319	0.516649	0.696355	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.606065	0.312737	0.606065	0.530255	0.707169	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.603436	0.308955	0.603436	0.527255	0.705349	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.58516	0.294061	0.58516	0.513355	0.680321	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.613291	0.321361	0.613291	0.538824	0.711642	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.610068	0.324877	0.610068	0.535264	0.709175	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.606846	0.297168	0.606846	0.529576	0.710517	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.597343	0.320181	0.597343	0.527334	0.688786	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.628572	0.335281	0.628572	0.553657	0.726934	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.606629	0.330261	0.606629	0.535072	0.70028	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.610528	0.316957	0.610528	0.535027	0.71084	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.611357	0.327997	0.611357	0.539573	0.705173	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.594529	0.290511	0.594529	0.518413	0.696843	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.596666	0.294216	0.596666	0.521797	0.696619	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.600252	0.310612	0.600252	0.525609	0.699603	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.603716	0.329763	0.603716	0.533378	0.695424	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.617015	0.322889	0.617015	0.537186	0.724713	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.628609	0.354533	0.628609	0.553075	0.728038	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.636813	0.338868	0.636813	0.555791	0.74549	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.639931	0.321405	0.639931	0.555497	0.754633	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.624238	0.322512	0.624238	0.544775	0.730841	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.63087	0.330773	0.63087	0.551935	0.736151	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.615874	0.307113	0.615874	0.536089	0.723559	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.642676	0.331784	0.642676	0.560273	0.753497	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.630099	0.340164	0.630099	0.551461	0.734895	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.624462	0.320772	0.624462	0.542102	0.736332	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.618696	0.342534	0.618696	0.547018	0.711992	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.640195	0.306475	0.640195	0.557542	0.75162	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.636238	0.348771	0.636238	0.560105	0.736322	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.621886	0.308318	0.621886	0.53946	0.734044	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.605484	0.296636	0.605484	0.529493	0.706942	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.618313	0.326255	0.618313	0.542202	0.719281	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.61651	0.316486	0.61651	0.538341	0.721235	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.636039	0.335665	0.636039	0.55737	0.740565	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.61572	0.316546	0.61572	0.539453	0.717102	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.624062	0.330592	0.624062	0.549222	0.722516	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.598759	0.323998	0.598759	0.526307	0.694343	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.624258	0.33929	0.624258	0.549943	0.721795	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.609922	0.315156	0.609922	0.533917	0.711157	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.606382	0.32676	0.606382	0.533239	0.702782	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.599531	0.311461	0.599531	0.524242	0.700073	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.612159	0.341458	0.612159	0.54145	0.704108	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.61876	0.332063	0.61876	0.545664	0.714468	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.614281	0.30679	0.614281	0.536109	0.719142	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.602236	0.319884	0.602236	0.529517	0.698107	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_5_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K15	0.617383	0.323999	0.617383	0.539787	0.721035	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K15\clip_vitl14_aves_5_UMAP_9\analysis_summary.json

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UMAP

HDBSCAN

0.640216

0.256421

0.640216

0.669862

0.613083

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UMAP

HDBSCAN

0.636946

0.224274

0.636946

0.667333

0.609206

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UMAP

HDBSCAN

0.652926

0.275458

0.652926

0.677429

0.630135

64

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UMAP

HDBSCAN

0.639366

0.234546

0.639366

0.681116

0.602439

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UMAP

HDBSCAN

0.646294

0.280258

0.646294

0.672481

0.62207

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UMAP

HDBSCAN

0.648128

0.277299

0.648128

0.678916

0.620012

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UMAP

HDBSCAN

0.641559

0.251562

0.641559

0.66913

0.616169

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UMAP

HDBSCAN

0.642764

0.250709

0.642764

0.66734

0.619934

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UMAP

HDBSCAN

0.656286

0.290455

0.656286

0.687519

0.627767

72

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UMAP

HDBSCAN

0.645449

0.263126

0.645449

0.673499

0.619642

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UMAP

HDBSCAN

0.651403

0.29508

0.651403

0.696433

0.611842

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UMAP

HDBSCAN

0.639561

0.298698

0.639561

0.669445

0.612232

68

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UMAP

HDBSCAN

0.635056

0.228525

0.635056

0.673731

0.600581

84

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UMAP

HDBSCAN

0.644195

0.289379

0.644195

0.680037

0.611942

72

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UMAP

HDBSCAN

0.644948

0.260897

0.644948

0.685559

0.608879

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UMAP

HDBSCAN

0.64992

0.305854

0.64992

0.680604

0.621883

64

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UMAP

HDBSCAN

0.642422

0.291881

0.642422

0.677196

0.611046

73

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UMAP

HDBSCAN

0.643966

0.245822

0.643966

0.68807

0.605176

81

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UMAP

HDBSCAN

0.634801

0.253458

0.634801

0.676115

0.598245

78

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UMAP

HDBSCAN

0.649232

0.295095

0.649232

0.680491

0.620718

72

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UMAP

HDBSCAN

0.641231

0.210534

0.641231

0.687869

0.600516

90

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UMAP

HDBSCAN

0.64709

0.223568

0.64709

0.687836

0.610901

81

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UMAP

HDBSCAN

0.648134

0.246636

0.648134

0.69112

0.610182

81

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UMAP

HDBSCAN

0.640716

0.218381

0.640716

0.678531

0.606894

83

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UMAP

HDBSCAN

0.65244

0.285322

0.65244

0.699372

0.611411

80

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UMAP

HDBSCAN

0.64939

0.258126

0.64939

0.700953

0.604893

83

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UMAP

HDBSCAN

0.656938

0.262149

0.656938

0.707564

0.613073

84

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UMAP

HDBSCAN

0.65621

0.26578

0.65621

0.699626

0.617868

80

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UMAP

HDBSCAN

0.660911

0.278732

0.660911

0.701006

0.625154

75

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UMAP

HDBSCAN

0.654657

0.25988

0.654657

0.703019

0.612521

83

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UMAP

HDBSCAN

0.650753

0.249826

0.650753

0.69036

0.615444

75

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UMAP

HDBSCAN

0.657962

0.285327

0.657962

0.694045

0.625445

72

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UMAP

HDBSCAN

0.653522

0.273691

0.653522

0.685986

0.623992

69

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UMAP

HDBSCAN

0.650139

0.289269

0.650139

0.682217

0.620943

66

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UMAP

HDBSCAN

0.648844

0.233174

0.648844

0.685569

0.615854

78

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UMAP

HDBSCAN

0.643442

0.215986

0.643442

0.683149

0.608098

83

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UMAP

HDBSCAN

0.647579

0.218218

0.647579

0.685686

0.613485

82

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UMAP

HDBSCAN

0.658251

0.299776

0.658251

0.693501

0.626412

69

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UMAP

HDBSCAN

0.646306

0.22674

0.646306

0.678929

0.616673

74

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UMAP

HDBSCAN

0.662746

0.283576

0.662746

0.70008

0.629192

73

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UMAP

HIERARCHICAL_K15

0.619121

0.329725

0.619121

0.541719

0.722327

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UMAP

HIERARCHICAL_K15

0.614079

0.310885

0.614079

0.535382

0.719898

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UMAP

HIERARCHICAL_K15

0.628504

0.346443

0.628504

0.555234

0.724053

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UMAP

HIERARCHICAL_K15

0.626533

0.339477

0.626533

0.550479

0.726971

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UMAP

HIERARCHICAL_K15

0.619469

0.315896

0.619469

0.540865

0.724805

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UMAP

HIERARCHICAL_K15

0.615697

0.3113

0.615697

0.538023

0.719584

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UMAP

HIERARCHICAL_K15

0.626486

0.346663

0.626486

0.552202

0.723863

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UMAP

HIERARCHICAL_K15

0.60623

0.311723

0.60623

0.529249

0.709415

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UMAP

HIERARCHICAL_K15

0.631426

0.329722

0.631426

0.552916

0.735921

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UMAP

HIERARCHICAL_K15

0.628551

0.352039

0.628551

0.554088

0.726137

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UMAP

HIERARCHICAL_K15

0.608731

0.321738

0.608731

0.534817

0.706353

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UMAP

HIERARCHICAL_K15

0.613143

0.307774

0.613143

0.535317

0.717448

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UMAP

HIERARCHICAL_K15

0.601681

0.306559

0.601681

0.527597

0.699969

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UMAP

HIERARCHICAL_K15

0.609609

0.313754

0.609609

0.533926

0.710292

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UMAP

HIERARCHICAL_K15

0.59319

0.292363

0.59319

0.516649

0.696355

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UMAP

HIERARCHICAL_K15

0.606065

0.312737

0.606065

0.530255

0.707169

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UMAP

HIERARCHICAL_K15

0.603436

0.308955

0.603436

0.527255

0.705349

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UMAP

HIERARCHICAL_K15

0.58516

0.294061

0.58516

0.513355

0.680321

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UMAP

HIERARCHICAL_K15

0.613291

0.321361

0.613291

0.538824

0.711642

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UMAP

HIERARCHICAL_K15

0.610068

0.324877

0.610068

0.535264

0.709175

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UMAP

HIERARCHICAL_K15

0.606846

0.297168

0.606846

0.529576

0.710517

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UMAP

HIERARCHICAL_K15

0.597343

0.320181

0.597343

0.527334

0.688786

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UMAP

HIERARCHICAL_K15

0.628572

0.335281

0.628572

0.553657

0.726934

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UMAP

HIERARCHICAL_K15

0.606629

0.330261

0.606629

0.535072

0.70028

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UMAP

HIERARCHICAL_K15

0.610528

0.316957

0.610528

0.535027

0.71084

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UMAP

HIERARCHICAL_K15

0.611357

0.327997

0.611357

0.539573

0.705173

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UMAP

HIERARCHICAL_K15

0.594529

0.290511

0.594529

0.518413

0.696843

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UMAP

HIERARCHICAL_K15

0.596666

0.294216

0.596666

0.521797

0.696619

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UMAP

HIERARCHICAL_K15

0.600252

0.310612

0.600252

0.525609

0.699603

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UMAP

HIERARCHICAL_K15

0.603716

0.329763

0.603716

0.533378

0.695424

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UMAP

HIERARCHICAL_K15

0.617015

0.322889

0.617015

0.537186

0.724713

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UMAP

HIERARCHICAL_K15

0.628609

0.354533

0.628609

0.553075

0.728038

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UMAP

HIERARCHICAL_K15

0.636813

0.338868

0.636813

0.555791

0.74549

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UMAP

HIERARCHICAL_K15

0.639931

0.321405

0.639931

0.555497

0.754633

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UMAP

HIERARCHICAL_K15

0.624238

0.322512

0.624238

0.544775

0.730841

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UMAP

HIERARCHICAL_K15

0.63087

0.330773

0.63087

0.551935

0.736151

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UMAP

HIERARCHICAL_K15

0.615874

0.307113

0.615874

0.536089

0.723559

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UMAP

HIERARCHICAL_K15

0.642676

0.331784

0.642676

0.560273

0.753497

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UMAP

HIERARCHICAL_K15

0.630099

0.340164

0.630099

0.551461

0.734895

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UMAP

HIERARCHICAL_K15

0.624462

0.320772

0.624462

0.542102

0.736332

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UMAP

HIERARCHICAL_K15

0.618696

0.342534

0.618696

0.547018

0.711992

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UMAP

HIERARCHICAL_K15

0.640195

0.306475

0.640195

0.557542

0.75162

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UMAP

HIERARCHICAL_K15

0.636238

0.348771

0.636238

0.560105

0.736322

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UMAP

HIERARCHICAL_K15

0.621886

0.308318

0.621886

0.53946

0.734044

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UMAP

HIERARCHICAL_K15

0.605484

0.296636

0.605484

0.529493

0.706942

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UMAP

HIERARCHICAL_K15

0.618313

0.326255

0.618313

0.542202

0.719281

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UMAP

HIERARCHICAL_K15

0.61651

0.316486

0.61651

0.538341

0.721235

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HIERARCHICAL_K15

0.636039

0.335665

0.636039

0.55737

0.740565

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UMAP

HIERARCHICAL_K15

0.61572

0.316546

0.61572

0.539453

0.717102

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UMAP

HIERARCHICAL_K15

0.624062

0.330592

0.624062

0.549222

0.722516

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HIERARCHICAL_K15

0.598759

0.323998

0.598759

0.526307

0.694343

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UMAP

HIERARCHICAL_K15

0.624258

0.33929

0.624258

0.549943

0.721795

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HIERARCHICAL_K15

0.609922

0.315156

0.609922

0.533917

0.711157

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HIERARCHICAL_K15

0.606382

0.32676

0.606382

0.533239

0.702782

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HIERARCHICAL_K15

0.599531

0.311461

0.599531

0.524242

0.700073

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HIERARCHICAL_K15

0.612159

0.341458

0.612159

0.54145

0.704108

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HIERARCHICAL_K15

0.61876

0.332063

0.61876

0.545664

0.714468

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HIERARCHICAL_K15

0.614281

0.30679

0.614281

0.536109

0.719142

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HIERARCHICAL_K15

0.602236

0.319884

0.602236

0.529517

0.698107

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UMAP

HIERARCHICAL_K15

0.617383

0.323999

0.617383

0.539787

0.721035

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