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	0.622562	0.319576	0.622562	0.545688	0.724646	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.597665	0.271991	0.597665	0.51474	0.712439	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.595182	0.297004	0.595182	0.521769	0.692636	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.593866	0.282713	0.593866	0.51578	0.699814	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.59672	0.29607	0.59672	0.52246	0.695588	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.570391	0.260697	0.570391	0.495123	0.672646	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.60971	0.293553	0.60971	0.531246	0.715371	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.596591	0.307331	0.596591	0.526391	0.688396	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.598574	0.292956	0.598574	0.523439	0.698896	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.594481	0.295133	0.594481	0.520622	0.692759	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.594187	0.297725	0.594187	0.519572	0.693826	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.605771	0.303545	0.605771	0.530238	0.706398	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.615842	0.297939	0.615842	0.533594	0.728065	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.602919	0.310654	0.602919	0.529083	0.700705	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.597124	0.304632	0.597124	0.522611	0.696419	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.598619	0.308993	0.598619	0.527375	0.692117	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.608251	0.305064	0.608251	0.532642	0.708875	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.6047	0.273011	0.6047	0.522185	0.718186	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.603032	0.276722	0.603032	0.523505	0.71105	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.588266	0.294171	0.588266	0.516365	0.683429	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.617385	0.314399	0.617385	0.539625	0.721327	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.59656	0.286828	0.59656	0.519472	0.700512	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.613678	0.3153	0.613678	0.537025	0.715856	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.61292	0.301	0.61292	0.531329	0.724114	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.604162	0.278754	0.604162	0.522824	0.715472	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.627799	0.331205	0.627799	0.550243	0.730805	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.602537	0.294927	0.602537	0.525254	0.706485	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.617159	0.321445	0.617159	0.540614	0.718954	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.614633	0.294331	0.614633	0.533418	0.72502	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.626322	0.32682	0.626322	0.546742	0.733014	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.594058	0.300586	0.594058	0.521782	0.689576	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.592712	0.273843	0.592712	0.512808	0.702114	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.62362	0.325065	0.62362	0.545716	0.727471	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.624794	0.328533	0.624794	0.551856	0.719948	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.573798	0.269224	0.573798	0.496756	0.679122	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.621511	0.319171	0.621511	0.543644	0.725413	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.606267	0.298336	0.606267	0.528789	0.710347	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.601713	0.251951	0.601713	0.518013	0.717674	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.59518	0.268609	0.59518	0.515884	0.703281	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.597975	0.260945	0.597975	0.516859	0.709292	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.588344	0.283426	0.588344	0.514844	0.686327	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.618287	0.325998	0.618287	0.545909	0.712791	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.605834	0.288913	0.605834	0.525605	0.714967	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.620525	0.285782	0.620525	0.535688	0.737288	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.616663	0.328429	0.616663	0.545885	0.708529	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.609095	0.313612	0.609095	0.536397	0.704587	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.603351	0.276771	0.603351	0.522548	0.713714	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.597808	0.266931	0.597808	0.516642	0.70923	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.587987	0.265732	0.587987	0.508978	0.696035	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.593345	0.277561	0.593345	0.51609	0.697802	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.613937	0.333844	0.613937	0.542913	0.706339	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.587676	0.288184	0.587676	0.514124	0.685786	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.587984	0.290862	0.587984	0.516092	0.683146	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.588014	0.288971	0.588014	0.513479	0.687863	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.607216	0.276511	0.607216	0.527092	0.716065	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.591286	0.308622	0.591286	0.520346	0.684621	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.608644	0.323603	0.608644	0.538066	0.700534	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.599267	0.300971	0.599267	0.525532	0.697069	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.598548	0.289988	0.598548	0.523446	0.698811	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.610576	0.329675	0.610576	0.540858	0.700928	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.565242	0.259297	0.565242	0.491309	0.665368	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.578371	0.261147	0.578371	0.503228	0.679893	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.569221	0.246095	0.569221	0.491547	0.67605	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.589223	0.257821	0.589223	0.509561	0.698408	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.584138	0.2614	0.584138	0.508286	0.686602	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.56971	0.234174	0.56971	0.489443	0.681469	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.58521	0.269609	0.58521	0.508794	0.688638	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.55868	0.216803	0.55868	0.479781	0.668637	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.567949	0.239517	0.567949	0.490457	0.674524	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.593285	0.280587	0.593285	0.517883	0.694386	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.586551	0.313075	0.586551	0.517552	0.676779	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.592821	0.274225	0.592821	0.512699	0.702623	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.595727	0.305336	0.595727	0.525566	0.687505	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.596995	0.301528	0.596995	0.523019	0.695345	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.586923	0.315529	0.586923	0.520269	0.673164	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.577273	0.294369	0.577273	0.507197	0.669816	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.589549	0.284636	0.589549	0.515226	0.688928	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.571412	0.26135	0.571412	0.498659	0.669021	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.578913	0.276909	0.578913	0.506254	0.675923	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.582312	0.268867	0.582312	0.507899	0.682274	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.586005	0.308628	0.586005	0.518929	0.672995	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.569138	0.241099	0.569138	0.489568	0.679592	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.586123	0.268601	0.586123	0.509199	0.690423	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.570119	0.265468	0.570119	0.498249	0.666218	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.580813	0.264235	0.580813	0.504865	0.683656	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.578672	0.249605	0.578672	0.50219	0.682634	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.571059	0.256291	0.571059	0.49653	0.671913	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.576139	0.269532	0.576139	0.502533	0.675006	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.579248	0.276776	0.579248	0.506118	0.677082	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.582171	0.279427	0.582171	0.50909	0.679751	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.5738	0.272399	0.5738	0.503229	0.667392	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.577311	0.298478	0.577311	0.510431	0.664358	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.567091	0.272928	0.567091	0.497889	0.658635	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.580546	0.268934	0.580546	0.505715	0.681369	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.560922	0.236586	0.560922	0.48313	0.668574	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.587683	0.292411	0.587683	0.516447	0.681716	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.589548	0.276111	0.589548	0.515938	0.687657	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.561984	0.274194	0.561984	0.495433	0.649189	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.572579	0.274369	0.572579	0.499565	0.670587	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	GMM_K15	0.563719	0.260942	0.563719	0.493216	0.657738	15	30	clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.622562

0.319576

0.622562

0.545688

0.724646

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.597665

0.271991

0.597665

0.51474

0.712439

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.595182

0.297004

0.595182

0.521769

0.692636

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.593866

0.282713

0.593866

0.51578

0.699814

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.59672

0.29607

0.59672

0.52246

0.695588

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.570391

0.260697

0.570391

0.495123

0.672646

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.60971

0.293553

0.60971

0.531246

0.715371

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.596591

0.307331

0.596591

0.526391

0.688396

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.598574

0.292956

0.598574

0.523439

0.698896

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.594481

0.295133

0.594481

0.520622

0.692759

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_6_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.594187

0.297725

0.594187

0.519572

0.693826

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.605771

0.303545

0.605771

0.530238

0.706398

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.615842

0.297939

0.615842

0.533594

0.728065

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.602919

0.310654

0.602919

0.529083

0.700705

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.597124

0.304632

0.597124

0.522611

0.696419

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.598619

0.308993

0.598619

0.527375

0.692117

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.608251

0.305064

0.608251

0.532642

0.708875

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.6047

0.273011

0.6047

0.522185

0.718186

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.603032

0.276722

0.603032

0.523505

0.71105

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.588266

0.294171

0.588266

0.516365

0.683429

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_7_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.617385

0.314399

0.617385

0.539625

0.721327

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.59656

0.286828

0.59656

0.519472

0.700512

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.613678

0.3153

0.613678

0.537025

0.715856

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.61292

0.301

0.61292

0.531329

0.724114

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.604162

0.278754

0.604162

0.522824

0.715472

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.627799

0.331205

0.627799

0.550243

0.730805

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.602537

0.294927

0.602537

0.525254

0.706485

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.617159

0.321445

0.617159

0.540614

0.718954

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.614633

0.294331

0.614633

0.533418

0.72502

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.626322

0.32682

0.626322

0.546742

0.733014

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_8_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.594058

0.300586

0.594058

0.521782

0.689576

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.592712

0.273843

0.592712

0.512808

0.702114

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.62362

0.325065

0.62362

0.545716

0.727471

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.624794

0.328533

0.624794

0.551856

0.719948

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.573798

0.269224

0.573798

0.496756

0.679122

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.621511

0.319171

0.621511

0.543644

0.725413

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.606267

0.298336

0.606267

0.528789

0.710347

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.601713

0.251951

0.601713

0.518013

0.717674

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.59518

0.268609

0.59518

0.515884

0.703281

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.597975

0.260945

0.597975

0.516859

0.709292

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_aves_9_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.588344

0.283426

0.588344

0.514844

0.686327

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.618287

0.325998

0.618287

0.545909

0.712791

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.605834

0.288913

0.605834

0.525605

0.714967

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.620525

0.285782

0.620525

0.535688

0.737288

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.616663

0.328429

0.616663

0.545885

0.708529

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.609095

0.313612

0.609095

0.536397

0.704587

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.603351

0.276771

0.603351

0.522548

0.713714

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.597808

0.266931

0.597808

0.516642

0.70923

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.587987

0.265732

0.587987

0.508978

0.696035

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.593345

0.277561

0.593345

0.51609

0.697802

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_10_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.613937

0.333844

0.613937

0.542913

0.706339

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.587676

0.288184

0.587676

0.514124

0.685786

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.587984

0.290862

0.587984

0.516092

0.683146

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.588014

0.288971

0.588014

0.513479

0.687863

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.607216

0.276511

0.607216

0.527092

0.716065

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.591286

0.308622

0.591286

0.520346

0.684621

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.608644

0.323603

0.608644

0.538066

0.700534

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.599267

0.300971

0.599267

0.525532

0.697069

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.598548

0.289988

0.598548

0.523446

0.698811

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.610576

0.329675

0.610576

0.540858

0.700928

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_1_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.565242

0.259297

0.565242

0.491309

0.665368

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.578371

0.261147

0.578371

0.503228

0.679893

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.569221

0.246095

0.569221

0.491547

0.67605

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.589223

0.257821

0.589223

0.509561

0.698408

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.584138

0.2614

0.584138

0.508286

0.686602

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.56971

0.234174

0.56971

0.489443

0.681469

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.58521

0.269609

0.58521

0.508794

0.688638

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.55868

0.216803

0.55868

0.479781

0.668637

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.567949

0.239517

0.567949

0.490457

0.674524

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.593285

0.280587

0.593285

0.517883

0.694386

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_2_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.586551

0.313075

0.586551

0.517552

0.676779

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.592821

0.274225

0.592821

0.512699

0.702623

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.595727

0.305336

0.595727

0.525566

0.687505

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.596995

0.301528

0.596995

0.523019

0.695345

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.586923

0.315529

0.586923

0.520269

0.673164

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.577273

0.294369

0.577273

0.507197

0.669816

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.589549

0.284636

0.589549

0.515226

0.688928

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.571412

0.26135

0.571412

0.498659

0.669021

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.578913

0.276909

0.578913

0.506254

0.675923

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.582312

0.268867

0.582312

0.507899

0.682274

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_3_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.586005

0.308628

0.586005

0.518929

0.672995

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.569138

0.241099

0.569138

0.489568

0.679592

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.586123

0.268601

0.586123

0.509199

0.690423

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.570119

0.265468

0.570119

0.498249

0.666218

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.580813

0.264235

0.580813

0.504865

0.683656

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.578672

0.249605

0.578672

0.50219

0.682634

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.571059

0.256291

0.571059

0.49653

0.671913

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.576139

0.269532

0.576139

0.502533

0.675006

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.579248

0.276776

0.579248

0.506118

0.677082

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.582171

0.279427

0.582171

0.50909

0.679751

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_4_UMAP_9\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.5738

0.272399

0.5738

0.503229

0.667392

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_1\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.577311

0.298478

0.577311

0.510431

0.664358

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_10\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.567091

0.272928

0.567091

0.497889

0.658635

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_2\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.580546

0.268934

0.580546

0.505715

0.681369

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_3\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.560922

0.236586

0.560922

0.48313

0.668574

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_4\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.587683

0.292411

0.587683

0.516447

0.681716

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_5\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.589548

0.276111

0.589548

0.515938

0.687657

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_6\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.561984

0.274194

0.561984

0.495433

0.649189

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_7\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.572579

0.274369

0.572579

0.499565

0.670587

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_8\analysis_summary.json

CLIP ViT-L/14

clip_vitl14

UMAP

GMM_K15

0.563719

0.260942

0.563719

0.493216

0.657738

15

30

clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K15\clip_vitl14_mammalia_5_UMAP_9\analysis_summary.json