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	HDBSCAN	0.671788	0.306857	0.671788	0.697606	0.647813	64	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.668667	0.325776	0.668667	0.696835	0.642688	63	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.669551	0.332804	0.669551	0.701606	0.640298	65	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.675176	0.314778	0.675176	0.706979	0.64611	69	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.653596	0.274188	0.653596	0.686129	0.624009	70	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.67866	0.351889	0.67866	0.710527	0.649529	63	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.658252	0.30113	0.658252	0.670595	0.646355	59	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.660898	0.317738	0.660898	0.671268	0.650843	54	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.662634	0.327558	0.662634	0.686026	0.640785	62	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.674564	0.320652	0.674564	0.696704	0.653788	59	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.64683	0.266208	0.64683	0.682779	0.614477	74	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.660466	0.299522	0.660466	0.696571	0.62792	71	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.640768	0.235952	0.640768	0.674094	0.610581	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.646742	0.265751	0.646742	0.682702	0.614381	74	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.630778	0.250251	0.630778	0.647179	0.615188	69	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.646154	0.256285	0.646154	0.683473	0.612699	73	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.636227	0.20694	0.636227	0.660597	0.613591	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.65597	0.298397	0.65597	0.675283	0.637732	63	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.658506	0.297736	0.658506	0.693825	0.626609	72	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.644157	0.267214	0.644157	0.688136	0.605462	80	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.647312	0.299538	0.647312	0.661275	0.633926	64	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.646101	0.274864	0.646101	0.658589	0.634078	65	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.645786	0.271093	0.645786	0.655437	0.636416	62	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.650221	0.299705	0.650221	0.665334	0.63578	62	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.646469	0.293977	0.646469	0.662957	0.63078	66	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.64166	0.281002	0.64166	0.651343	0.63226	61	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.650327	0.281257	0.650327	0.662813	0.638304	65	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.649506	0.303104	0.649506	0.668983	0.631132	68	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.64575	0.300859	0.64575	0.663031	0.629347	65	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.657631	0.317464	0.657631	0.675183	0.640969	65	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.644866	0.221915	0.644866	0.671588	0.62019	76	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.653626	0.32252	0.653626	0.663143	0.644378	56	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.644024	0.283961	0.644024	0.664005	0.625211	67	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.650942	0.289097	0.650942	0.662994	0.63932	61	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.644055	0.271026	0.644055	0.6593	0.629499	63	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.646837	0.259919	0.646837	0.678617	0.617901	73	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.642807	0.250494	0.642807	0.677548	0.611454	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.656607	0.297737	0.656607	0.67492	0.639261	68	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.653107	0.294369	0.653107	0.690487	0.619566	73	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.650246	0.303922	0.650246	0.670719	0.630986	65	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.653812	0.265148	0.653812	0.686533	0.624067	73	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.643746	0.284068	0.643746	0.668812	0.620491	66	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.64792	0.260781	0.64792	0.684381	0.615148	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.648654	0.250725	0.648654	0.680883	0.619339	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.631891	0.243959	0.631891	0.652229	0.612782	67	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.646347	0.279097	0.646347	0.682381	0.613928	71	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.65027	0.267217	0.65027	0.69241	0.612964	78	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.649696	0.280644	0.649696	0.687901	0.615512	76	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.647387	0.270353	0.647387	0.681087	0.616864	73	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.64633	0.292643	0.64633	0.678702	0.616905	69	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.648092	0.277083	0.648092	0.676398	0.62206	67	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.652486	0.308786	0.652486	0.661126	0.644068	59	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.657815	0.308277	0.657815	0.69393	0.625274	71	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.659224	0.321793	0.659224	0.68549	0.634897	64	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.660696	0.333258	0.660696	0.665805	0.655664	53	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.656814	0.276864	0.656814	0.688959	0.627536	71	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.65208	0.257893	0.65208	0.673181	0.632262	66	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.656601	0.288885	0.656601	0.686227	0.629427	68	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.658371	0.312966	0.658371	0.68568	0.633155	66	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.659166	0.312006	0.659166	0.687939	0.632703	64	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.658352	0.33658	0.658352	0.681193	0.636994	64	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.650946	0.289001	0.650946	0.684276	0.620712	70	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.655547	0.265234	0.655547	0.683219	0.63003	71	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.64163	0.26118	0.64163	0.678853	0.608276	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.649045	0.291756	0.649045	0.678226	0.622271	70	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.653193	0.290812	0.653193	0.69109	0.619237	74	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.636546	0.248034	0.636546	0.669117	0.606998	77	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.664663	0.3675	0.664663	0.689528	0.641529	58	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.643167	0.246123	0.643167	0.672893	0.615956	70	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.636677	0.226391	0.636677	0.671264	0.60548	82	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.647968	0.225739	0.647968	0.676432	0.621803	70	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.63271	0.236094	0.63271	0.649265	0.616979	68	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.640188	0.25744	0.640188	0.652545	0.628291	63	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.635058	0.210132	0.635058	0.673331	0.600902	87	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.63345	0.217658	0.63345	0.664855	0.604878	75	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.625298	0.238599	0.625298	0.647376	0.604677	72	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.634512	0.207347	0.634512	0.667555	0.604587	80	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.640422	0.270395	0.640422	0.653246	0.628092	61	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.633873	0.228481	0.633873	0.666064	0.604651	72	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.630358	0.189153	0.630358	0.66163	0.601909	78	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.631891	0.248084	0.631891	0.644388	0.619869	66	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.637053	0.270023	0.637053	0.647875	0.626587	63	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.634421	0.210671	0.634421	0.668177	0.603912	83	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.631682	0.203364	0.631682	0.658004	0.607385	78	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.653733	0.321009	0.653733	0.663849	0.64392	55	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.644634	0.276057	0.644634	0.655741	0.633898	63	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.634967	0.238616	0.634967	0.64598	0.624323	71	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.636321	0.250922	0.636321	0.651019	0.622272	68	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.643498	0.29209	0.643498	0.66725	0.621378	70	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.628002	0.256878	0.628002	0.61806	0.638269	53	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.654149	0.289353	0.654149	0.676874	0.632901	63	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.641548	0.246023	0.641548	0.673333	0.612629	76	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.658112	0.308727	0.658112	0.683164	0.634833	64	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.652188	0.293108	0.652188	0.65609	0.648332	54	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.635892	0.26809	0.635892	0.640286	0.631558	57	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.628361	0.234914	0.628361	0.645507	0.612102	68	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.635605	0.221084	0.635605	0.666287	0.607625	78	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.636232	0.254306	0.636232	0.64226	0.630317	60	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.645328	0.257351	0.645328	0.676123	0.617216	74	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	HDBSCAN	0.640534	0.256725	0.640534	0.667313	0.615822	72	30	siglip_vitb16\dimension_reduction\UMAP\clustering\HDBSCAN\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.671788

0.306857

0.671788

0.697606

0.647813

64

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.668667

0.325776

0.668667

0.696835

0.642688

63

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.669551

0.332804

0.669551

0.701606

0.640298

65

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.675176

0.314778

0.675176

0.706979

0.64611

69

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.653596

0.274188

0.653596

0.686129

0.624009

70

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.67866

0.351889

0.67866

0.710527

0.649529

63

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.658252

0.30113

0.658252

0.670595

0.646355

59

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.660898

0.317738

0.660898

0.671268

0.650843

54

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.662634

0.327558

0.662634

0.686026

0.640785

62

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.674564

0.320652

0.674564

0.696704

0.653788

59

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.64683

0.266208

0.64683

0.682779

0.614477

74

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.660466

0.299522

0.660466

0.696571

0.62792

71

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.640768

0.235952

0.640768

0.674094

0.610581

77

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.646742

0.265751

0.646742

0.682702

0.614381

74

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.630778

0.250251

0.630778

0.647179

0.615188

69

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.646154

0.256285

0.646154

0.683473

0.612699

73

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.636227

0.20694

0.636227

0.660597

0.613591

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.65597

0.298397

0.65597

0.675283

0.637732

63

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.658506

0.297736

0.658506

0.693825

0.626609

72

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.644157

0.267214

0.644157

0.688136

0.605462

80

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.647312

0.299538

0.647312

0.661275

0.633926

64

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.646101

0.274864

0.646101

0.658589

0.634078

65

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.645786

0.271093

0.645786

0.655437

0.636416

62

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.650221

0.299705

0.650221

0.665334

0.63578

62

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.646469

0.293977

0.646469

0.662957

0.63078

66

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.64166

0.281002

0.64166

0.651343

0.63226

61

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.650327

0.281257

0.650327

0.662813

0.638304

65

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.649506

0.303104

0.649506

0.668983

0.631132

68

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.64575

0.300859

0.64575

0.663031

0.629347

65

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.657631

0.317464

0.657631

0.675183

0.640969

65

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.644866

0.221915

0.644866

0.671588

0.62019

76

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.653626

0.32252

0.653626

0.663143

0.644378

56

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.644024

0.283961

0.644024

0.664005

0.625211

67

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.650942

0.289097

0.650942

0.662994

0.63932

61

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.644055

0.271026

0.644055

0.6593

0.629499

63

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.646837

0.259919

0.646837

0.678617

0.617901

73

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.642807

0.250494

0.642807

0.677548

0.611454

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.656607

0.297737

0.656607

0.67492

0.639261

68

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.653107

0.294369

0.653107

0.690487

0.619566

73

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.650246

0.303922

0.650246

0.670719

0.630986

65

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.653812

0.265148

0.653812

0.686533

0.624067

73

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.643746

0.284068

0.643746

0.668812

0.620491

66

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.64792

0.260781

0.64792

0.684381

0.615148

77

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.648654

0.250725

0.648654

0.680883

0.619339

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.631891

0.243959

0.631891

0.652229

0.612782

67

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.646347

0.279097

0.646347

0.682381

0.613928

71

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.65027

0.267217

0.65027

0.69241

0.612964

78

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.649696

0.280644

0.649696

0.687901

0.615512

76

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.647387

0.270353

0.647387

0.681087

0.616864

73

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.64633

0.292643

0.64633

0.678702

0.616905

69

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.648092

0.277083

0.648092

0.676398

0.62206

67

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.652486

0.308786

0.652486

0.661126

0.644068

59

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.657815

0.308277

0.657815

0.69393

0.625274

71

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.659224

0.321793

0.659224

0.68549

0.634897

64

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.660696

0.333258

0.660696

0.665805

0.655664

53

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.656814

0.276864

0.656814

0.688959

0.627536

71

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.65208

0.257893

0.65208

0.673181

0.632262

66

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.656601

0.288885

0.656601

0.686227

0.629427

68

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.658371

0.312966

0.658371

0.68568

0.633155

66

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.659166

0.312006

0.659166

0.687939

0.632703

64

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.658352

0.33658

0.658352

0.681193

0.636994

64

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.650946

0.289001

0.650946

0.684276

0.620712

70

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.655547

0.265234

0.655547

0.683219

0.63003

71

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.64163

0.26118

0.64163

0.678853

0.608276

77

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.649045

0.291756

0.649045

0.678226

0.622271

70

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.653193

0.290812

0.653193

0.69109

0.619237

74

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.636546

0.248034

0.636546

0.669117

0.606998

77

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.664663

0.3675

0.664663

0.689528

0.641529

58

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.643167

0.246123

0.643167

0.672893

0.615956

70

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.636677

0.226391

0.636677

0.671264

0.60548

82

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.647968

0.225739

0.647968

0.676432

0.621803

70

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.63271

0.236094

0.63271

0.649265

0.616979

68

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.640188

0.25744

0.640188

0.652545

0.628291

63

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.635058

0.210132

0.635058

0.673331

0.600902

87

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.63345

0.217658

0.63345

0.664855

0.604878

75

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.625298

0.238599

0.625298

0.647376

0.604677

72

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.634512

0.207347

0.634512

0.667555

0.604587

80

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.640422

0.270395

0.640422

0.653246

0.628092

61

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.633873

0.228481

0.633873

0.666064

0.604651

72

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.630358

0.189153

0.630358

0.66163

0.601909

78

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.631891

0.248084

0.631891

0.644388

0.619869

66

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.637053

0.270023

0.637053

0.647875

0.626587

63

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.634421

0.210671

0.634421

0.668177

0.603912

83

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.631682

0.203364

0.631682

0.658004

0.607385

78

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.653733

0.321009

0.653733

0.663849

0.64392

55

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.644634

0.276057

0.644634

0.655741

0.633898

63

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.634967

0.238616

0.634967

0.64598

0.624323

71

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.636321

0.250922

0.636321

0.651019

0.622272

68

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.643498

0.29209

0.643498

0.66725

0.621378

70

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.628002

0.256878

0.628002

0.61806

0.638269

53

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.654149

0.289353

0.654149

0.676874

0.632901

63

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.641548

0.246023

0.641548

0.673333

0.612629

76

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.658112

0.308727

0.658112

0.683164

0.634833

64

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.652188

0.293108

0.652188

0.65609

0.648332

54

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.635892

0.26809

0.635892

0.640286

0.631558

57

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.628361

0.234914

0.628361

0.645507

0.612102

68

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.635605

0.221084

0.635605

0.666287

0.607625

78

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.636232

0.254306

0.636232

0.64226

0.630317

60

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.645328

0.257351

0.645328

0.676123

0.617216

74

30

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

SigLIP ViT-B/16

siglip_vitb16

UMAP

HDBSCAN

0.640534

0.256725

0.640534

0.667313

0.615822

72

30

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