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_K90	0.674781	0.378133	0.674781	0.774179	0.598003	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.671142	0.37616	0.671142	0.770878	0.594257	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.671829	0.373475	0.671829	0.771637	0.594883	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.670238	0.366134	0.670238	0.770735	0.592926	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.667565	0.361595	0.667565	0.764486	0.592454	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.670868	0.371328	0.670868	0.769766	0.594489	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.672556	0.388351	0.672556	0.771285	0.596234	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.668617	0.38077	0.668617	0.766837	0.592701	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.668477	0.365717	0.668477	0.766777	0.592516	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.673649	0.380263	0.673649	0.773881	0.596404	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.668422	0.381249	0.668422	0.767892	0.591767	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.668362	0.378958	0.668362	0.767087	0.592151	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.666219	0.365996	0.666219	0.764095	0.590571	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.660969	0.357213	0.660969	0.761034	0.584161	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665199	0.377873	0.665199	0.763179	0.589515	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.666812	0.361893	0.666812	0.76642	0.590118	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.6687	0.350995	0.6687	0.768907	0.5916	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.667054	0.378079	0.667054	0.76605	0.590717	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.66956	0.381633	0.66956	0.767086	0.594034	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.666538	0.372109	0.666538	0.766675	0.589537	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664263	0.346192	0.664263	0.764125	0.587486	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665536	0.362316	0.665536	0.764229	0.589418	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.669774	0.364984	0.669774	0.768563	0.593489	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665781	0.369326	0.665781	0.765613	0.588981	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.667121	0.36768	0.667121	0.765096	0.591389	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.667743	0.352649	0.667743	0.766552	0.591498	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.67011	0.374416	0.67011	0.770318	0.592972	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.667041	0.369918	0.667041	0.765188	0.59121	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665583	0.367732	0.665583	0.764863	0.589115	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.67508	0.38204	0.67508	0.775503	0.597684	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.667036	0.393463	0.667036	0.76388	0.591985	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665802	0.348026	0.665802	0.765027	0.58936	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.658695	0.368213	0.658695	0.753703	0.584959	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.673774	0.385179	0.673774	0.771857	0.597808	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.674957	0.383116	0.674957	0.772469	0.599305	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.660077	0.35312	0.660077	0.756988	0.585162	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.66454	0.367783	0.66454	0.763953	0.588022	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.674997	0.385264	0.674997	0.773318	0.598857	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.662927	0.357544	0.662927	0.760556	0.58751	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.669151	0.360675	0.669151	0.768016	0.592836	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.669711	0.364685	0.669711	0.768069	0.593684	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.667711	0.366612	0.667711	0.766366	0.59156	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.66789	0.397067	0.66789	0.76561	0.592292	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664328	0.366967	0.664328	0.763892	0.587725	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.662576	0.36589	0.662576	0.761426	0.586442	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.667153	0.374745	0.667153	0.765104	0.591436	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665958	0.35476	0.665958	0.764481	0.58993	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.663777	0.380737	0.663777	0.762937	0.587428	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.661723	0.359925	0.661723	0.760962	0.585382	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664246	0.367151	0.664246	0.76419	0.58742	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.669266	0.391745	0.669266	0.766956	0.59365	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.659038	0.349354	0.659038	0.759488	0.582055	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.66548	0.366803	0.66548	0.765247	0.588726	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.661053	0.362739	0.661053	0.757019	0.586681	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664461	0.386664	0.664461	0.763126	0.588389	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.666285	0.368031	0.666285	0.764155	0.590638	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.658295	0.355973	0.658295	0.757126	0.582287	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.663012	0.366761	0.663012	0.759315	0.588387	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665761	0.381491	0.665761	0.76375	0.590056	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.662908	0.374934	0.662908	0.757639	0.589234	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.660139	0.360739	0.660139	0.75872	0.584229	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.670469	0.371611	0.670469	0.770934	0.593169	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.663735	0.358921	0.663735	0.759862	0.589198	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.66243	0.369508	0.66243	0.76138	0.586242	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.670155	0.387551	0.670155	0.766831	0.595125	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.66736	0.382481	0.66736	0.763888	0.59249	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665107	0.374734	0.665107	0.76455	0.588555	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.661086	0.367134	0.661086	0.759287	0.585378	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.670883	0.38654	0.670883	0.768884	0.59504	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.663196	0.360605	0.663196	0.760677	0.587862	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.669728	0.360796	0.669728	0.76962	0.592788	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.671322	0.365838	0.671322	0.770952	0.594496	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.668514	0.37717	0.668514	0.766446	0.592773	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.668594	0.367751	0.668594	0.767948	0.592003	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.668875	0.375122	0.668875	0.767349	0.592802	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.66379	0.35326	0.66379	0.764504	0.586523	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.67109	0.365369	0.67109	0.772951	0.59295	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.666671	0.359845	0.666671	0.766666	0.589751	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.671019	0.370501	0.671019	0.772277	0.593235	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.668247	0.360579	0.668247	0.767435	0.591764	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.667691	0.366844	0.667691	0.767394	0.590916	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665906	0.369521	0.665906	0.762446	0.591066	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665013	0.376525	0.665013	0.762395	0.58969	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.667779	0.371697	0.667779	0.764705	0.592659	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.661337	0.37557	0.661337	0.75869	0.586127	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664356	0.369284	0.664356	0.763348	0.588092	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.666484	0.38296	0.666484	0.764793	0.590571	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665357	0.365157	0.665357	0.764348	0.589067	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664197	0.384495	0.664197	0.761914	0.588695	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664404	0.375506	0.664404	0.762244	0.588823	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.666439	0.363253	0.666439	0.765943	0.589817	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.665572	0.354415	0.665572	0.765958	0.58845	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.658611	0.347388	0.658611	0.756963	0.582878	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.671433	0.384159	0.671433	0.770261	0.595081	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.661081	0.363388	0.661081	0.758789	0.585665	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664242	0.366512	0.664242	0.76231	0.58853	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.666664	0.374732	0.666664	0.764725	0.590894	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664977	0.360223	0.664977	0.76352	0.588963	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.660308	0.356997	0.660308	0.758738	0.584484	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json
SigLIP ViT-B/16	siglip_vitb16	UMAP	GMM_K90	0.664613	0.355474	0.664613	0.76266	0.588904	90	30	siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.674781

0.378133

0.674781

0.774179

0.598003

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.671142

0.37616

0.671142

0.770878

0.594257

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.671829

0.373475

0.671829

0.771637

0.594883

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.670238

0.366134

0.670238

0.770735

0.592926

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.667565

0.361595

0.667565

0.764486

0.592454

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.670868

0.371328

0.670868

0.769766

0.594489

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.672556

0.388351

0.672556

0.771285

0.596234

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.668617

0.38077

0.668617

0.766837

0.592701

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.668477

0.365717

0.668477

0.766777

0.592516

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.673649

0.380263

0.673649

0.773881

0.596404

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_10_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.668422

0.381249

0.668422

0.767892

0.591767

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.668362

0.378958

0.668362

0.767087

0.592151

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.666219

0.365996

0.666219

0.764095

0.590571

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.660969

0.357213

0.660969

0.761034

0.584161

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665199

0.377873

0.665199

0.763179

0.589515

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.666812

0.361893

0.666812

0.76642

0.590118

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.6687

0.350995

0.6687

0.768907

0.5916

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.667054

0.378079

0.667054

0.76605

0.590717

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.66956

0.381633

0.66956

0.767086

0.594034

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.666538

0.372109

0.666538

0.766675

0.589537

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_1_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664263

0.346192

0.664263

0.764125

0.587486

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665536

0.362316

0.665536

0.764229

0.589418

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.669774

0.364984

0.669774

0.768563

0.593489

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665781

0.369326

0.665781

0.765613

0.588981

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.667121

0.36768

0.667121

0.765096

0.591389

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.667743

0.352649

0.667743

0.766552

0.591498

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.67011

0.374416

0.67011

0.770318

0.592972

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.667041

0.369918

0.667041

0.765188

0.59121

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665583

0.367732

0.665583

0.764863

0.589115

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.67508

0.38204

0.67508

0.775503

0.597684

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_2_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.667036

0.393463

0.667036

0.76388

0.591985

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665802

0.348026

0.665802

0.765027

0.58936

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.658695

0.368213

0.658695

0.753703

0.584959

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.673774

0.385179

0.673774

0.771857

0.597808

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.674957

0.383116

0.674957

0.772469

0.599305

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.660077

0.35312

0.660077

0.756988

0.585162

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.66454

0.367783

0.66454

0.763953

0.588022

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.674997

0.385264

0.674997

0.773318

0.598857

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.662927

0.357544

0.662927

0.760556

0.58751

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.669151

0.360675

0.669151

0.768016

0.592836

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_3_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.669711

0.364685

0.669711

0.768069

0.593684

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.667711

0.366612

0.667711

0.766366

0.59156

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.66789

0.397067

0.66789

0.76561

0.592292

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664328

0.366967

0.664328

0.763892

0.587725

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.662576

0.36589

0.662576

0.761426

0.586442

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.667153

0.374745

0.667153

0.765104

0.591436

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665958

0.35476

0.665958

0.764481

0.58993

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.663777

0.380737

0.663777

0.762937

0.587428

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.661723

0.359925

0.661723

0.760962

0.585382

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664246

0.367151

0.664246

0.76419

0.58742

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_4_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.669266

0.391745

0.669266

0.766956

0.59365

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.659038

0.349354

0.659038

0.759488

0.582055

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.66548

0.366803

0.66548

0.765247

0.588726

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.661053

0.362739

0.661053

0.757019

0.586681

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664461

0.386664

0.664461

0.763126

0.588389

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.666285

0.368031

0.666285

0.764155

0.590638

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.658295

0.355973

0.658295

0.757126

0.582287

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.663012

0.366761

0.663012

0.759315

0.588387

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665761

0.381491

0.665761

0.76375

0.590056

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.662908

0.374934

0.662908

0.757639

0.589234

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_5_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.660139

0.360739

0.660139

0.75872

0.584229

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.670469

0.371611

0.670469

0.770934

0.593169

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.663735

0.358921

0.663735

0.759862

0.589198

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.66243

0.369508

0.66243

0.76138

0.586242

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.670155

0.387551

0.670155

0.766831

0.595125

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.66736

0.382481

0.66736

0.763888

0.59249

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665107

0.374734

0.665107

0.76455

0.588555

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.661086

0.367134

0.661086

0.759287

0.585378

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.670883

0.38654

0.670883

0.768884

0.59504

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.663196

0.360605

0.663196

0.760677

0.587862

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_6_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.669728

0.360796

0.669728

0.76962

0.592788

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.671322

0.365838

0.671322

0.770952

0.594496

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.668514

0.37717

0.668514

0.766446

0.592773

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.668594

0.367751

0.668594

0.767948

0.592003

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.668875

0.375122

0.668875

0.767349

0.592802

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.66379

0.35326

0.66379

0.764504

0.586523

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.67109

0.365369

0.67109

0.772951

0.59295

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.666671

0.359845

0.666671

0.766666

0.589751

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.671019

0.370501

0.671019

0.772277

0.593235

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.668247

0.360579

0.668247

0.767435

0.591764

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_7_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.667691

0.366844

0.667691

0.767394

0.590916

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665906

0.369521

0.665906

0.762446

0.591066

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665013

0.376525

0.665013

0.762395

0.58969

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.667779

0.371697

0.667779

0.764705

0.592659

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.661337

0.37557

0.661337

0.75869

0.586127

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664356

0.369284

0.664356

0.763348

0.588092

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.666484

0.38296

0.666484

0.764793

0.590571

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665357

0.365157

0.665357

0.764348

0.589067

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664197

0.384495

0.664197

0.761914

0.588695

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664404

0.375506

0.664404

0.762244

0.588823

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_8_UMAP_9\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.666439

0.363253

0.666439

0.765943

0.589817

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_1\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.665572

0.354415

0.665572

0.765958

0.58845

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_10\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.658611

0.347388

0.658611

0.756963

0.582878

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_2\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.671433

0.384159

0.671433

0.770261

0.595081

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_3\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.661081

0.363388

0.661081

0.758789

0.585665

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_4\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664242

0.366512

0.664242

0.76231

0.58853

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_5\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.666664

0.374732

0.666664

0.764725

0.590894

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_6\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664977

0.360223

0.664977

0.76352

0.588963

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_7\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.660308

0.356997

0.660308

0.758738

0.584484

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_8\analysis_summary.json

SigLIP ViT-B/16

siglip_vitb16

UMAP

GMM_K90

0.664613

0.355474

0.664613

0.76266

0.588904

90

30

siglip_vitb16\dimension_reduction\UMAP\clustering\GMM_K90\siglip_vitb16_aves_9_UMAP_9\analysis_summary.json