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
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.61374	0.300898	0.61374	0.539644	0.711423	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.614752	0.290059	0.614752	0.538955	0.715358	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.603164	0.271785	0.603164	0.524415	0.709741	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.596458	0.257218	0.596458	0.517408	0.704021	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.595415	0.307191	0.595415	0.522016	0.692831	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.610166	0.287034	0.610166	0.532143	0.714997	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.613852	0.299919	0.613852	0.537338	0.715776	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.591103	0.302862	0.591103	0.520606	0.683682	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.586784	0.266504	0.586784	0.511867	0.687389	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.611451	0.284847	0.611451	0.533373	0.716309	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.596354	0.29954	0.596354	0.523408	0.692927	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.574369	0.291904	0.574369	0.507708	0.66118	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.57795	0.28457	0.57795	0.506491	0.672886	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.589527	0.263715	0.589527	0.513126	0.692659	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.580869	0.266503	0.580869	0.504582	0.684332	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.579828	0.274284	0.579828	0.507492	0.676213	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.593332	0.288296	0.593332	0.519606	0.69144	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.570679	0.246064	0.570679	0.492451	0.678455	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.589438	0.295203	0.589438	0.519624	0.680923	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.592957	0.296707	0.592957	0.521858	0.686485	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.600447	0.299775	0.600447	0.526151	0.699173	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.58723	0.266376	0.58723	0.509171	0.693555	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.599902	0.29891	0.599902	0.527212	0.695843	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.590749	0.284961	0.590749	0.514844	0.692908	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.589513	0.300444	0.589513	0.520345	0.679889	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.610399	0.315927	0.610399	0.53652	0.707873	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.599237	0.293343	0.599237	0.522563	0.702281	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.60049	0.292746	0.60049	0.522544	0.705766	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.586619	0.278569	0.586619	0.51256	0.685695	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.59523	0.272546	0.59523	0.516324	0.702603	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.578214	0.277609	0.578214	0.505405	0.675531	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.572246	0.270532	0.572246	0.50261	0.664281	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.589116	0.282671	0.589116	0.515135	0.687912	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.600558	0.28405	0.600558	0.52514	0.70127	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.58538	0.28899	0.58538	0.514459	0.678981	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.584292	0.257123	0.584292	0.505825	0.691575	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.568507	0.24417	0.568507	0.49344	0.670512	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.590447	0.258048	0.590447	0.51261	0.696154	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.585574	0.262869	0.585574	0.508214	0.690713	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.577286	0.279627	0.577286	0.506567	0.670955	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.598448	0.303092	0.598448	0.524818	0.69611	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.593555	0.285265	0.593555	0.520021	0.691309	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.605782	0.294936	0.605782	0.531488	0.704221	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.588599	0.262561	0.588599	0.511887	0.692356	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.587739	0.297284	0.587739	0.518372	0.678541	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.594219	0.269354	0.594219	0.515599	0.701128	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.607764	0.288938	0.607764	0.530975	0.710517	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.605678	0.310028	0.605678	0.53146	0.703991	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.613865	0.303936	0.613865	0.537121	0.716195	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.593973	0.258304	0.593973	0.514748	0.70202	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.588792	0.29169	0.588792	0.515772	0.685897	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.582833	0.299756	0.582833	0.514705	0.671749	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.596802	0.303682	0.596802	0.52323	0.694449	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.580873	0.265612	0.580873	0.507694	0.678701	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.598512	0.311432	0.598512	0.526409	0.693503	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.585061	0.233963	0.585061	0.504707	0.695845	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.586277	0.296185	0.586277	0.51619	0.678386	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.590357	0.281572	0.590357	0.51608	0.68961	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.568385	0.249083	0.568385	0.493769	0.669567	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.574814	0.274691	0.574814	0.502553	0.671347	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.59366	0.259975	0.59366	0.514485	0.701635	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.587043	0.301888	0.587043	0.517705	0.677826	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.583904	0.273874	0.583904	0.508625	0.685337	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.572128	0.29727	0.572128	0.502824	0.663591	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.582163	0.221198	0.582163	0.498121	0.70032	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.588581	0.267437	0.588581	0.511292	0.693397	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.598236	0.279118	0.598236	0.521748	0.701002	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.58496	0.264885	0.58496	0.510551	0.684758	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.556478	0.263717	0.556478	0.48763	0.647965	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.581145	0.250712	0.581145	0.502156	0.689623	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.604605	0.284383	0.604605	0.527611	0.707911	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.582759	0.274128	0.582759	0.509003	0.681512	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.579183	0.274734	0.579183	0.505228	0.678502	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.592871	0.278358	0.592871	0.515117	0.698271	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.595114	0.279404	0.595114	0.518233	0.69878	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.586145	0.283623	0.586145	0.511812	0.685737	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.592871	0.305344	0.592871	0.522145	0.685759	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.598059	0.293474	0.598059	0.522688	0.698828	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.603084	0.275066	0.603084	0.524502	0.709363	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.571678	0.21875	0.571678	0.489244	0.687521	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.608539	0.292594	0.608539	0.533544	0.708064	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.590526	0.295194	0.590526	0.51788	0.686878	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.588711	0.277581	0.588711	0.513733	0.689315	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.598719	0.325282	0.598719	0.530247	0.687495	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.595144	0.290011	0.595144	0.522927	0.690504	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.594307	0.267904	0.594307	0.513777	0.704772	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.591813	0.288136	0.591813	0.518934	0.688507	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.595123	0.279435	0.595123	0.518361	0.698571	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.601704	0.303021	0.601704	0.52928	0.697092	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.596541	0.288558	0.596541	0.521503	0.696803	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.581874	0.289522	0.581874	0.510167	0.677034	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.614266	0.304526	0.614266	0.536208	0.718923	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.600268	0.288497	0.600268	0.523878	0.702737	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.596457	0.294385	0.596457	0.523427	0.69317	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.588519	0.297235	0.588519	0.516824	0.683308	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.606539	0.304717	0.606539	0.532376	0.704708	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.607686	0.26299	0.607686	0.525949	0.719502	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.581623	0.261954	0.581623	0.508266	0.679727	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.594563	0.294089	0.594563	0.521949	0.690645	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K15	0.580267	0.266073	0.580267	0.505084	0.681748	15	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.61374

0.300898

0.61374

0.539644

0.711423

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.614752

0.290059

0.614752

0.538955

0.715358

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.603164

0.271785

0.603164

0.524415

0.709741

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.596458

0.257218

0.596458

0.517408

0.704021

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.595415

0.307191

0.595415

0.522016

0.692831

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.610166

0.287034

0.610166

0.532143

0.714997

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.613852

0.299919

0.613852

0.537338

0.715776

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.591103

0.302862

0.591103

0.520606

0.683682

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.586784

0.266504

0.586784

0.511867

0.687389

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.611451

0.284847

0.611451

0.533373

0.716309

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.596354

0.29954

0.596354

0.523408

0.692927

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.574369

0.291904

0.574369

0.507708

0.66118

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.57795

0.28457

0.57795

0.506491

0.672886

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.589527

0.263715

0.589527

0.513126

0.692659

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.580869

0.266503

0.580869

0.504582

0.684332

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.579828

0.274284

0.579828

0.507492

0.676213

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.593332

0.288296

0.593332

0.519606

0.69144

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.570679

0.246064

0.570679

0.492451

0.678455

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.589438

0.295203

0.589438

0.519624

0.680923

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.592957

0.296707

0.592957

0.521858

0.686485

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.600447

0.299775

0.600447

0.526151

0.699173

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.58723

0.266376

0.58723

0.509171

0.693555

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.599902

0.29891

0.599902

0.527212

0.695843

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.590749

0.284961

0.590749

0.514844

0.692908

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.589513

0.300444

0.589513

0.520345

0.679889

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.610399

0.315927

0.610399

0.53652

0.707873

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.599237

0.293343

0.599237

0.522563

0.702281

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.60049

0.292746

0.60049

0.522544

0.705766

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.586619

0.278569

0.586619

0.51256

0.685695

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.59523

0.272546

0.59523

0.516324

0.702603

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.578214

0.277609

0.578214

0.505405

0.675531

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.572246

0.270532

0.572246

0.50261

0.664281

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.589116

0.282671

0.589116

0.515135

0.687912

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.600558

0.28405

0.600558

0.52514

0.70127

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.58538

0.28899

0.58538

0.514459

0.678981

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.584292

0.257123

0.584292

0.505825

0.691575

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.568507

0.24417

0.568507

0.49344

0.670512

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.590447

0.258048

0.590447

0.51261

0.696154

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.585574

0.262869

0.585574

0.508214

0.690713

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.577286

0.279627

0.577286

0.506567

0.670955

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.598448

0.303092

0.598448

0.524818

0.69611

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.593555

0.285265

0.593555

0.520021

0.691309

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.605782

0.294936

0.605782

0.531488

0.704221

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.588599

0.262561

0.588599

0.511887

0.692356

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.587739

0.297284

0.587739

0.518372

0.678541

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.594219

0.269354

0.594219

0.515599

0.701128

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.607764

0.288938

0.607764

0.530975

0.710517

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.605678

0.310028

0.605678

0.53146

0.703991

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.613865

0.303936

0.613865

0.537121

0.716195

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.593973

0.258304

0.593973

0.514748

0.70202

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.588792

0.29169

0.588792

0.515772

0.685897

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.582833

0.299756

0.582833

0.514705

0.671749

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.596802

0.303682

0.596802

0.52323

0.694449

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.580873

0.265612

0.580873

0.507694

0.678701

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.598512

0.311432

0.598512

0.526409

0.693503

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.585061

0.233963

0.585061

0.504707

0.695845

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.586277

0.296185

0.586277

0.51619

0.678386

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.590357

0.281572

0.590357

0.51608

0.68961

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.568385

0.249083

0.568385

0.493769

0.669567

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.574814

0.274691

0.574814

0.502553

0.671347

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.59366

0.259975

0.59366

0.514485

0.701635

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.587043

0.301888

0.587043

0.517705

0.677826

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.583904

0.273874

0.583904

0.508625

0.685337

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.572128

0.29727

0.572128

0.502824

0.663591

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.582163

0.221198

0.582163

0.498121

0.70032

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.588581

0.267437

0.588581

0.511292

0.693397

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.598236

0.279118

0.598236

0.521748

0.701002

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.58496

0.264885

0.58496

0.510551

0.684758

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.556478

0.263717

0.556478

0.48763

0.647965

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.581145

0.250712

0.581145

0.502156

0.689623

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.604605

0.284383

0.604605

0.527611

0.707911

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.582759

0.274128

0.582759

0.509003

0.681512

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.579183

0.274734

0.579183

0.505228

0.678502

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.592871

0.278358

0.592871

0.515117

0.698271

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.595114

0.279404

0.595114

0.518233

0.69878

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.586145

0.283623

0.586145

0.511812

0.685737

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.592871

0.305344

0.592871

0.522145

0.685759

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.598059

0.293474

0.598059

0.522688

0.698828

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.603084

0.275066

0.603084

0.524502

0.709363

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.571678

0.21875

0.571678

0.489244

0.687521

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.608539

0.292594

0.608539

0.533544

0.708064

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.590526

0.295194

0.590526

0.51788

0.686878

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.588711

0.277581

0.588711

0.513733

0.689315

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.598719

0.325282

0.598719

0.530247

0.687495

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.595144

0.290011

0.595144

0.522927

0.690504

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.594307

0.267904

0.594307

0.513777

0.704772

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.591813

0.288136

0.591813

0.518934

0.688507

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.595123

0.279435

0.595123

0.518361

0.698571

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.601704

0.303021

0.601704

0.52928

0.697092

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.596541

0.288558

0.596541

0.521503

0.696803

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.581874

0.289522

0.581874

0.510167

0.677034

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.614266

0.304526

0.614266

0.536208

0.718923

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.600268

0.288497

0.600268

0.523878

0.702737

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.596457

0.294385

0.596457

0.523427

0.69317

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.588519

0.297235

0.588519

0.516824

0.683308

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.606539

0.304717

0.606539

0.532376

0.704708

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.607686

0.26299

0.607686

0.525949

0.719502

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.581623

0.261954

0.581623

0.508266

0.679727

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.594563

0.294089

0.594563

0.521949

0.690645

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K15

0.580267

0.266073

0.580267

0.505084

0.681748

15

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K15\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json