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_K180	0.650553	0.257176	0.650553	0.807582	0.544649	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644553	0.248062	0.644553	0.802527	0.538544	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644646	0.246572	0.644646	0.802734	0.538579	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.651634	0.259288	0.651634	0.807726	0.546101	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.645794	0.241585	0.645794	0.803882	0.539665	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.646806	0.250329	0.646806	0.803366	0.541315	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647329	0.253958	0.647329	0.804041	0.541741	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647849	0.256117	0.647849	0.804268	0.542366	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.645563	0.269262	0.645563	0.80001	0.5411	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.650382	0.259589	0.650382	0.80758	0.54441	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644368	0.24758	0.644368	0.801148	0.538907	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643468	0.239849	0.643468	0.801393	0.537539	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.642632	0.239898	0.642632	0.800596	0.536731	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.642725	0.242835	0.642725	0.79903	0.537566	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643646	0.247659	0.643646	0.800986	0.537971	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644934	0.25145	0.644934	0.800896	0.539814	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.645616	0.245744	0.645616	0.802951	0.539838	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.641594	0.239856	0.641594	0.798023	0.53644	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.646333	0.252744	0.646333	0.803792	0.54046	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644307	0.240775	0.644307	0.80314	0.537925	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647813	0.256721	0.647813	0.80496	0.542002	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.646104	0.255281	0.646104	0.802306	0.540812	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.648226	0.263464	0.648226	0.803623	0.543189	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.641959	0.247162	0.641959	0.79854	0.536717	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.648655	0.259085	0.648655	0.806193	0.542621	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647913	0.267184	0.647913	0.802559	0.543237	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.645149	0.247218	0.645149	0.803668	0.538861	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644015	0.247835	0.644015	0.801393	0.538303	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.646786	0.254241	0.646786	0.803875	0.541056	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647842	0.256557	0.647842	0.805415	0.541836	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647409	0.262949	0.647409	0.804591	0.541603	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.648654	0.253812	0.648654	0.80694	0.542282	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644211	0.250163	0.644211	0.801206	0.538661	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.646892	0.241527	0.646892	0.807598	0.539529	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.649874	0.262797	0.649874	0.806509	0.544185	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.641597	0.23626	0.641597	0.800889	0.535158	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643973	0.243729	0.643973	0.801509	0.538192	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.649171	0.243974	0.649171	0.809883	0.54168	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.642403	0.250596	0.642403	0.798688	0.537271	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.648555	0.250643	0.648555	0.807351	0.541958	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647427	0.254363	0.647427	0.803724	0.542022	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.646768	0.253131	0.646768	0.803694	0.541113	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647658	0.265297	0.647658	0.803144	0.54261	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.646356	0.253069	0.646356	0.802972	0.540863	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.642214	0.256258	0.642214	0.797758	0.537429	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643321	0.252088	0.643321	0.799415	0.538227	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.64758	0.251638	0.64758	0.805474	0.541442	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.639723	0.254544	0.639723	0.794873	0.535248	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.64301	0.242556	0.64301	0.799819	0.537609	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644431	0.246584	0.644431	0.800876	0.539118	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.642646	0.242902	0.642646	0.799515	0.537238	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.639667	0.244003	0.639667	0.796513	0.534429	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.64565	0.261908	0.64565	0.800795	0.540864	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.639507	0.245581	0.639507	0.794474	0.535127	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.642819	0.248643	0.642819	0.800345	0.537105	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643096	0.246608	0.643096	0.799413	0.537913	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.638169	0.244646	0.638169	0.794257	0.533354	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643516	0.241271	0.643516	0.799855	0.538301	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643902	0.267363	0.643902	0.798939	0.539257	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643749	0.252323	0.643749	0.799765	0.538668	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.640602	0.245478	0.640602	0.79611	0.535918	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643824	0.253496	0.643824	0.799651	0.538824	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647874	0.2491	0.647874	0.804398	0.542342	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.640934	0.237517	0.640934	0.798639	0.535241	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.648487	0.256458	0.648487	0.805364	0.542762	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.642538	0.246085	0.642538	0.799595	0.53705	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.642494	0.246726	0.642494	0.798276	0.537585	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.63935	0.252968	0.63935	0.794329	0.534973	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647246	0.269298	0.647246	0.802438	0.542354	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643944	0.254087	0.643944	0.799807	0.538922	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.646287	0.245584	0.646287	0.804154	0.540232	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647382	0.251729	0.647382	0.804323	0.541686	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.649702	0.256277	0.649702	0.805896	0.544223	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644363	0.240962	0.644363	0.802313	0.538374	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.64805	0.246888	0.64805	0.805856	0.541927	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.64808	0.255225	0.64808	0.804861	0.542421	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.649719	0.25053	0.649719	0.807264	0.543626	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647772	0.251098	0.647772	0.80457	0.542121	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647912	0.251846	0.647912	0.806323	0.541524	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.646485	0.254253	0.646485	0.802237	0.541378	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644213	0.24502	0.644213	0.801844	0.538376	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.64509	0.240593	0.64509	0.803208	0.538987	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643346	0.253292	0.643346	0.800499	0.537771	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643908	0.247719	0.643908	0.800309	0.538644	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.64076	0.254463	0.64076	0.796314	0.536048	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643399	0.249036	0.643399	0.799312	0.538383	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.645489	0.26379	0.645489	0.801566	0.540287	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.649585	0.266741	0.649585	0.805616	0.544188	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644374	0.253568	0.644374	0.800521	0.5392	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644383	0.256032	0.644383	0.799684	0.539593	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.640821	0.242688	0.640821	0.797869	0.53543	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.647956	0.252876	0.647956	0.805393	0.542006	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.640205	0.247358	0.640205	0.796701	0.535097	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.645575	0.256621	0.645575	0.800936	0.540695	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644941	0.268458	0.644941	0.799293	0.540553	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644335	0.245817	0.644335	0.801071	0.538895	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.643178	0.238997	0.643178	0.800005	0.53776	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.641453	0.242169	0.641453	0.798398	0.536074	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.64384	0.253822	0.64384	0.799871	0.538746	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K180	0.644381	0.245219	0.644381	0.80053	0.539205	180	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.650553

0.257176

0.650553

0.807582

0.544649

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644553

0.248062

0.644553

0.802527

0.538544

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644646

0.246572

0.644646

0.802734

0.538579

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.651634

0.259288

0.651634

0.807726

0.546101

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.645794

0.241585

0.645794

0.803882

0.539665

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.646806

0.250329

0.646806

0.803366

0.541315

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647329

0.253958

0.647329

0.804041

0.541741

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647849

0.256117

0.647849

0.804268

0.542366

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.645563

0.269262

0.645563

0.80001

0.5411

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.650382

0.259589

0.650382

0.80758

0.54441

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644368

0.24758

0.644368

0.801148

0.538907

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643468

0.239849

0.643468

0.801393

0.537539

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.642632

0.239898

0.642632

0.800596

0.536731

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.642725

0.242835

0.642725

0.79903

0.537566

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643646

0.247659

0.643646

0.800986

0.537971

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644934

0.25145

0.644934

0.800896

0.539814

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.645616

0.245744

0.645616

0.802951

0.539838

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.641594

0.239856

0.641594

0.798023

0.53644

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.646333

0.252744

0.646333

0.803792

0.54046

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644307

0.240775

0.644307

0.80314

0.537925

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647813

0.256721

0.647813

0.80496

0.542002

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.646104

0.255281

0.646104

0.802306

0.540812

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.648226

0.263464

0.648226

0.803623

0.543189

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.641959

0.247162

0.641959

0.79854

0.536717

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.648655

0.259085

0.648655

0.806193

0.542621

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647913

0.267184

0.647913

0.802559

0.543237

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.645149

0.247218

0.645149

0.803668

0.538861

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644015

0.247835

0.644015

0.801393

0.538303

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.646786

0.254241

0.646786

0.803875

0.541056

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647842

0.256557

0.647842

0.805415

0.541836

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647409

0.262949

0.647409

0.804591

0.541603

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.648654

0.253812

0.648654

0.80694

0.542282

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644211

0.250163

0.644211

0.801206

0.538661

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.646892

0.241527

0.646892

0.807598

0.539529

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.649874

0.262797

0.649874

0.806509

0.544185

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.641597

0.23626

0.641597

0.800889

0.535158

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643973

0.243729

0.643973

0.801509

0.538192

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.649171

0.243974

0.649171

0.809883

0.54168

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.642403

0.250596

0.642403

0.798688

0.537271

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.648555

0.250643

0.648555

0.807351

0.541958

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647427

0.254363

0.647427

0.803724

0.542022

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.646768

0.253131

0.646768

0.803694

0.541113

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647658

0.265297

0.647658

0.803144

0.54261

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.646356

0.253069

0.646356

0.802972

0.540863

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.642214

0.256258

0.642214

0.797758

0.537429

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643321

0.252088

0.643321

0.799415

0.538227

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.64758

0.251638

0.64758

0.805474

0.541442

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.639723

0.254544

0.639723

0.794873

0.535248

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.64301

0.242556

0.64301

0.799819

0.537609

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644431

0.246584

0.644431

0.800876

0.539118

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.642646

0.242902

0.642646

0.799515

0.537238

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.639667

0.244003

0.639667

0.796513

0.534429

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.64565

0.261908

0.64565

0.800795

0.540864

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.639507

0.245581

0.639507

0.794474

0.535127

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.642819

0.248643

0.642819

0.800345

0.537105

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643096

0.246608

0.643096

0.799413

0.537913

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.638169

0.244646

0.638169

0.794257

0.533354

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643516

0.241271

0.643516

0.799855

0.538301

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643902

0.267363

0.643902

0.798939

0.539257

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643749

0.252323

0.643749

0.799765

0.538668

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.640602

0.245478

0.640602

0.79611

0.535918

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643824

0.253496

0.643824

0.799651

0.538824

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647874

0.2491

0.647874

0.804398

0.542342

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.640934

0.237517

0.640934

0.798639

0.535241

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.648487

0.256458

0.648487

0.805364

0.542762

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.642538

0.246085

0.642538

0.799595

0.53705

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.642494

0.246726

0.642494

0.798276

0.537585

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.63935

0.252968

0.63935

0.794329

0.534973

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647246

0.269298

0.647246

0.802438

0.542354

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643944

0.254087

0.643944

0.799807

0.538922

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.646287

0.245584

0.646287

0.804154

0.540232

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647382

0.251729

0.647382

0.804323

0.541686

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.649702

0.256277

0.649702

0.805896

0.544223

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644363

0.240962

0.644363

0.802313

0.538374

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.64805

0.246888

0.64805

0.805856

0.541927

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.64808

0.255225

0.64808

0.804861

0.542421

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.649719

0.25053

0.649719

0.807264

0.543626

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647772

0.251098

0.647772

0.80457

0.542121

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647912

0.251846

0.647912

0.806323

0.541524

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.646485

0.254253

0.646485

0.802237

0.541378

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644213

0.24502

0.644213

0.801844

0.538376

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.64509

0.240593

0.64509

0.803208

0.538987

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643346

0.253292

0.643346

0.800499

0.537771

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643908

0.247719

0.643908

0.800309

0.538644

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.64076

0.254463

0.64076

0.796314

0.536048

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643399

0.249036

0.643399

0.799312

0.538383

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.645489

0.26379

0.645489

0.801566

0.540287

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.649585

0.266741

0.649585

0.805616

0.544188

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644374

0.253568

0.644374

0.800521

0.5392

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644383

0.256032

0.644383

0.799684

0.539593

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.640821

0.242688

0.640821

0.797869

0.53543

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.647956

0.252876

0.647956

0.805393

0.542006

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.640205

0.247358

0.640205

0.796701

0.535097

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.645575

0.256621

0.645575

0.800936

0.540695

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644941

0.268458

0.644941

0.799293

0.540553

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644335

0.245817

0.644335

0.801071

0.538895

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.643178

0.238997

0.643178

0.800005

0.53776

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.641453

0.242169

0.641453

0.798398

0.536074

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.64384

0.253822

0.64384

0.799871

0.538746

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K180

0.644381

0.245219

0.644381

0.80053

0.539205

180

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K180\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json