AI-EcoNet/HUGO-Bench-Paper-Reproducibility

model large_stringclasses 5 values	model_short large_stringclasses 5 values	dim_reduction large_stringclasses 5 values	clustering large_stringclasses 12 values	v_measure float64 0.01 0.97	adjusted_rand_index float64 0 0.96	normalized_mutual_info float64 0.01 0.97	homogeneity float64 0.01 0.98	completeness float64 0.06 0.99	n_clusters_pred float64 2 278	n_clusters_true float64 30 30	path large_stringlengths 98 140
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.298858	0.034145	0.298858	0.373454	0.249101	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_aves_10_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.292114	0.031594	0.292114	0.364755	0.2436	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_aves_1_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.288809	0.032162	0.288809	0.360707	0.24081	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_aves_2_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.298767	0.031999	0.298767	0.373275	0.249053	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_aves_3_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.301243	0.03432	0.301243	0.375732	0.251402	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_aves_4_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.296743	0.033106	0.296743	0.371137	0.247193	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_aves_5_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.297007	0.033499	0.297007	0.370236	0.247962	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_aves_6_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.292743	0.033591	0.292743	0.365063	0.244339	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_aves_7_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.301425	0.035041	0.301425	0.376113	0.251486	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_aves_8_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.292418	0.031212	0.292418	0.36554	0.243674	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_aves_9_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.288167	0.029932	0.288167	0.360569	0.23998	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.280916	0.028772	0.280916	0.35142	0.233974	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.277211	0.027339	0.277211	0.34719	0.230709	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.282037	0.028262	0.282037	0.35211	0.235225	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.281716	0.028029	0.281716	0.352469	0.23462	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.275697	0.025951	0.275697	0.345149	0.229513	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.278581	0.027846	0.278581	0.34864	0.231968	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.279772	0.028142	0.279772	0.35013	0.232958	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.285259	0.029329	0.285259	0.356938	0.237553	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K180	0.276189	0.027395	0.276189	0.345574	0.230007	180	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K180\clip_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.276548	0.090384	0.276548	0.274528	0.278598	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_aves_10_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.272613	0.086794	0.272613	0.270556	0.274701	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_aves_1_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.264182	0.080072	0.264182	0.262385	0.266003	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_aves_2_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.276834	0.089384	0.276834	0.274245	0.279472	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_aves_3_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.278051	0.089131	0.278051	0.275971	0.280164	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_aves_4_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.277199	0.092247	0.277199	0.274841	0.279597	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_aves_5_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.27582	0.085783	0.27582	0.274142	0.277518	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_aves_6_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.270047	0.086901	0.270047	0.267805	0.272327	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_aves_7_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.279896	0.087435	0.279896	0.277703	0.282123	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_aves_8_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.274179	0.085569	0.274179	0.272161	0.276227	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_aves_9_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.259721	0.081353	0.259721	0.258343	0.261114	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.253976	0.081155	0.253976	0.252223	0.255753	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.247891	0.075144	0.247891	0.245359	0.250476	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.256779	0.081342	0.256779	0.254655	0.258939	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.256056	0.083916	0.256056	0.254379	0.257755	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.247326	0.075337	0.247326	0.246107	0.248558	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.249266	0.073573	0.249266	0.247424	0.251136	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.253209	0.075299	0.253209	0.251798	0.254635	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.257527	0.08476	0.257527	0.255161	0.259937	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K30	0.247008	0.071281	0.247008	0.245165	0.248879	30	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K30\clip_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.279665	0.078508	0.279665	0.293765	0.266858	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_aves_10_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.275132	0.075779	0.275132	0.289354	0.262244	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_aves_1_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.268409	0.071749	0.268409	0.281979	0.256085	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_aves_2_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.281697	0.080252	0.281697	0.295272	0.269316	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_aves_3_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.280557	0.077368	0.280557	0.2945	0.267874	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_aves_4_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.278557	0.080789	0.278557	0.291337	0.266851	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_aves_5_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.282041	0.07656	0.282041	0.296561	0.268876	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_aves_6_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.274276	0.074919	0.274276	0.288491	0.261395	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_aves_7_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.286344	0.082022	0.286344	0.300581	0.273395	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_aves_8_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.279339	0.074273	0.279339	0.293375	0.266585	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_aves_9_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.264582	0.070934	0.264582	0.277981	0.252414	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.255346	0.063995	0.255346	0.269149	0.242889	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.251674	0.065784	0.251674	0.264654	0.239908	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.258659	0.069166	0.258659	0.271778	0.246749	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.261075	0.069302	0.261075	0.274888	0.248584	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.251018	0.065166	0.251018	0.264327	0.238984	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.256236	0.065148	0.256236	0.26979	0.24398	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.259347	0.066922	0.259347	0.272843	0.247123	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.25797	0.067663	0.25797	0.271378	0.245824	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K45	0.251925	0.063969	0.251925	0.26499	0.240088	45	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K45\clip_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.286417	0.055193	0.286417	0.329077	0.253548	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_aves_10_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.280778	0.049856	0.280778	0.323755	0.247874	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_aves_1_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.274273	0.049869	0.274273	0.315494	0.242579	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_aves_2_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.287858	0.053521	0.287858	0.330917	0.254715	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_aves_3_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.287957	0.054752	0.287957	0.331153	0.25473	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_aves_4_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.283661	0.054764	0.283661	0.325786	0.251182	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_aves_5_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.286182	0.053671	0.286182	0.328437	0.25356	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_aves_6_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.28017	0.051311	0.28017	0.322764	0.247508	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_aves_7_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.289792	0.053803	0.289792	0.333843	0.256012	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_aves_8_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.282654	0.051335	0.282654	0.325327	0.249878	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_aves_9_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.27447	0.048445	0.27447	0.316482	0.242305	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.265858	0.046275	0.265858	0.306178	0.234921	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.25924	0.045383	0.25924	0.298928	0.228856	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.265747	0.045583	0.265747	0.306704	0.23444	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.265718	0.044926	0.265718	0.30635	0.234602	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.257769	0.041751	0.257769	0.297394	0.227461	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.26279	0.045307	0.26279	0.303253	0.231854	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.266615	0.045674	0.266615	0.30752	0.235315	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.269428	0.046372	0.269428	0.311227	0.237527	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	GMM_K90	0.260191	0.044119	0.260191	0.299766	0.229847	90	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\GMM_K90\clip_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.020079	0.000634	0.020079	0.01084	0.136024	3	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_aves_10_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.062692	0.005936	0.062692	0.041096	0.132123	14	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_aves_1_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.179579	0.006545	0.179579	0.154692	0.214007	67	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_aves_2_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.179118	0.002949	0.179118	0.154552	0.21297	72	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_aves_3_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.067145	0.003543	0.067145	0.038264	0.27381	6	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_aves_4_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.1803	0.004358	0.1803	0.157777	0.210325	70	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_aves_5_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.016057	0.000446	0.016057	0.008616	0.117698	2	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_aves_6_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.183716	0.003755	0.183716	0.161937	0.212265	72	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_aves_7_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.196677	0.005092	0.196677	0.178256	0.219344	81	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_aves_8_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.013619	0.00023	0.013619	0.007183	0.13089	2	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_aves_9_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.020049	0.000442	0.020049	0.010657	0.168748	3	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_mammalia_10_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.038199	0.001872	0.038199	0.022088	0.141178	6	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_mammalia_1_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.014104	0.000252	0.014104	0.007393	0.152571	2	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_mammalia_2_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.025942	0.001216	0.025942	0.014395	0.131173	4	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_mammalia_3_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.0279	0.001145	0.0279	0.015754	0.121824	5	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_mammalia_4_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.17479	0.008248	0.17479	0.153749	0.202503	69	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_mammalia_5_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.03471	0.002125	0.03471	0.019532	0.155733	4	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_mammalia_6_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.178852	0.002433	0.178852	0.159576	0.203424	84	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_mammalia_7_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.041649	0.002667	0.041649	0.024286	0.146082	7	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_mammalia_8_KERNEL_PCA\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	KERNEL_PCA	HDBSCAN	0.038365	0.001832	0.038365	0.022354	0.135212	9	30	clip_vitl14\dimension_reduction\KERNEL_PCA\clustering\HDBSCAN\clip_vitl14_mammalia_9_KERNEL_PCA\analysis_summary.json

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KERNEL_PCA

GMM_K180

0.298858

0.034145

0.298858

0.373454

0.249101

180

30

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KERNEL_PCA

GMM_K180

0.292114

0.031594

0.292114

0.364755

0.2436

180

30

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KERNEL_PCA

GMM_K180

0.288809

0.032162

0.288809

0.360707

0.24081

180

30

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KERNEL_PCA

GMM_K180

0.298767

0.031999

0.298767

0.373275

0.249053

180

30

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KERNEL_PCA

GMM_K180

0.301243

0.03432

0.301243

0.375732

0.251402

180

30

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KERNEL_PCA

GMM_K180

0.296743

0.033106

0.296743

0.371137

0.247193

180

30

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KERNEL_PCA

GMM_K180

0.297007

0.033499

0.297007

0.370236

0.247962

180

30

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KERNEL_PCA

GMM_K180

0.292743

0.033591

0.292743

0.365063

0.244339

180

30

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KERNEL_PCA

GMM_K180

0.301425

0.035041

0.301425

0.376113

0.251486

180

30

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KERNEL_PCA

GMM_K180

0.292418

0.031212

0.292418

0.36554

0.243674

180

30

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KERNEL_PCA

GMM_K180

0.288167

0.029932

0.288167

0.360569

0.23998

180

30

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KERNEL_PCA

GMM_K180

0.280916

0.028772

0.280916

0.35142

0.233974

180

30

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KERNEL_PCA

GMM_K180

0.277211

0.027339

0.277211

0.34719

0.230709

180

30

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KERNEL_PCA

GMM_K180

0.282037

0.028262

0.282037

0.35211

0.235225

180

30

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KERNEL_PCA

GMM_K180

0.281716

0.028029

0.281716

0.352469

0.23462

180

30

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KERNEL_PCA

GMM_K180

0.275697

0.025951

0.275697

0.345149

0.229513

180

30

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KERNEL_PCA

GMM_K180

0.278581

0.027846

0.278581

0.34864

0.231968

180

30

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KERNEL_PCA

GMM_K180

0.279772

0.028142

0.279772

0.35013

0.232958

180

30

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KERNEL_PCA

GMM_K180

0.285259

0.029329

0.285259

0.356938

0.237553

180

30

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KERNEL_PCA

GMM_K180

0.276189

0.027395

0.276189

0.345574

0.230007

180

30

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KERNEL_PCA

GMM_K30

0.276548

0.090384

0.276548

0.274528

0.278598

30

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KERNEL_PCA

GMM_K30

0.272613

0.086794

0.272613

0.270556

0.274701

30

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KERNEL_PCA

GMM_K30

0.264182

0.080072

0.264182

0.262385

0.266003

30

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KERNEL_PCA

GMM_K30

0.276834

0.089384

0.276834

0.274245

0.279472

30

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KERNEL_PCA

GMM_K30

0.278051

0.089131

0.278051

0.275971

0.280164

30

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KERNEL_PCA

GMM_K30

0.277199

0.092247

0.277199

0.274841

0.279597

30

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KERNEL_PCA

GMM_K30

0.27582

0.085783

0.27582

0.274142

0.277518

30

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KERNEL_PCA

GMM_K30

0.270047

0.086901

0.270047

0.267805

0.272327

30

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KERNEL_PCA

GMM_K30

0.279896

0.087435

0.279896

0.277703

0.282123

30

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KERNEL_PCA

GMM_K30

0.274179

0.085569

0.274179

0.272161

0.276227

30

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KERNEL_PCA

GMM_K30

0.259721

0.081353

0.259721

0.258343

0.261114

30

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KERNEL_PCA

GMM_K30

0.253976

0.081155

0.253976

0.252223

0.255753

30

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KERNEL_PCA

GMM_K30

0.247891

0.075144

0.247891

0.245359

0.250476

30

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KERNEL_PCA

GMM_K30

0.256779

0.081342

0.256779

0.254655

0.258939

30

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KERNEL_PCA

GMM_K30

0.256056

0.083916

0.256056

0.254379

0.257755

30

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KERNEL_PCA

GMM_K30

0.247326

0.075337

0.247326

0.246107

0.248558

30

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KERNEL_PCA

GMM_K30

0.249266

0.073573

0.249266

0.247424

0.251136

30

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KERNEL_PCA

GMM_K30

0.253209

0.075299

0.253209

0.251798

0.254635

30

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GMM_K30

0.257527

0.08476

0.257527

0.255161

0.259937

30

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KERNEL_PCA

GMM_K30

0.247008

0.071281

0.247008

0.245165

0.248879

30

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KERNEL_PCA

GMM_K45

0.279665

0.078508

0.279665

0.293765

0.266858

45

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KERNEL_PCA

GMM_K45

0.275132

0.075779

0.275132

0.289354

0.262244

45

30

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KERNEL_PCA

GMM_K45

0.268409

0.071749

0.268409

0.281979

0.256085

45

30

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KERNEL_PCA

GMM_K45

0.281697

0.080252

0.281697

0.295272

0.269316

45

30

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KERNEL_PCA

GMM_K45

0.280557

0.077368

0.280557

0.2945

0.267874

45

30

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KERNEL_PCA

GMM_K45

0.278557

0.080789

0.278557

0.291337

0.266851

45

30

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KERNEL_PCA

GMM_K45

0.282041

0.07656

0.282041

0.296561

0.268876

45

30

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KERNEL_PCA

GMM_K45

0.274276

0.074919

0.274276

0.288491

0.261395

45

30

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KERNEL_PCA

GMM_K45

0.286344

0.082022

0.286344

0.300581

0.273395

45

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KERNEL_PCA

GMM_K45

0.279339

0.074273

0.279339

0.293375

0.266585

45

30

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KERNEL_PCA

GMM_K45

0.264582

0.070934

0.264582

0.277981

0.252414

45

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KERNEL_PCA

GMM_K45

0.255346

0.063995

0.255346

0.269149

0.242889

45

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KERNEL_PCA

GMM_K45

0.251674

0.065784

0.251674

0.264654

0.239908

45

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KERNEL_PCA

GMM_K45

0.258659

0.069166

0.258659

0.271778

0.246749

45

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KERNEL_PCA

GMM_K45

0.261075

0.069302

0.261075

0.274888

0.248584

45

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KERNEL_PCA

GMM_K45

0.251018

0.065166

0.251018

0.264327

0.238984

45

30

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KERNEL_PCA

GMM_K45

0.256236

0.065148

0.256236

0.26979

0.24398

45

30

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KERNEL_PCA

GMM_K45

0.259347

0.066922

0.259347

0.272843

0.247123

45

30

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KERNEL_PCA

GMM_K45

0.25797

0.067663

0.25797

0.271378

0.245824

45

30

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KERNEL_PCA

GMM_K45

0.251925

0.063969

0.251925

0.26499

0.240088

45

30

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KERNEL_PCA

GMM_K90

0.286417

0.055193

0.286417

0.329077

0.253548

90

30

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KERNEL_PCA

GMM_K90

0.280778

0.049856

0.280778

0.323755

0.247874

90

30

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KERNEL_PCA

GMM_K90

0.274273

0.049869

0.274273

0.315494

0.242579

90

30

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KERNEL_PCA

GMM_K90

0.287858

0.053521

0.287858

0.330917

0.254715

90

30

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KERNEL_PCA

GMM_K90

0.287957

0.054752

0.287957

0.331153

0.25473

90

30

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KERNEL_PCA

GMM_K90

0.283661

0.054764

0.283661

0.325786

0.251182

90

30

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KERNEL_PCA

GMM_K90

0.286182

0.053671

0.286182

0.328437

0.25356

90

30

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KERNEL_PCA

GMM_K90

0.28017

0.051311

0.28017

0.322764

0.247508

90

30

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KERNEL_PCA

GMM_K90

0.289792

0.053803

0.289792

0.333843

0.256012

90

30

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KERNEL_PCA

GMM_K90

0.282654

0.051335

0.282654

0.325327

0.249878

90

30

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KERNEL_PCA

GMM_K90

0.27447

0.048445

0.27447

0.316482

0.242305

90

30

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KERNEL_PCA

GMM_K90

0.265858

0.046275

0.265858

0.306178

0.234921

90

30

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KERNEL_PCA

GMM_K90

0.25924

0.045383

0.25924

0.298928

0.228856

90

30

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KERNEL_PCA

GMM_K90

0.265747

0.045583

0.265747

0.306704

0.23444

90

30

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KERNEL_PCA

GMM_K90

0.265718

0.044926

0.265718

0.30635

0.234602

90

30

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KERNEL_PCA

GMM_K90

0.257769

0.041751

0.257769

0.297394

0.227461

90

30

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KERNEL_PCA

GMM_K90

0.26279

0.045307

0.26279

0.303253

0.231854

90

30

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KERNEL_PCA

GMM_K90

0.266615

0.045674

0.266615

0.30752

0.235315

90

30

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KERNEL_PCA

GMM_K90

0.269428

0.046372

0.269428

0.311227

0.237527

90

30

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KERNEL_PCA

GMM_K90

0.260191

0.044119

0.260191

0.299766

0.229847

90

30

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KERNEL_PCA

HDBSCAN

0.020079

0.000634

0.020079

0.01084

0.136024

3

30

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KERNEL_PCA

HDBSCAN

0.062692

0.005936

0.062692

0.041096

0.132123

14

30

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KERNEL_PCA

HDBSCAN

0.179579

0.006545

0.179579

0.154692

0.214007

67

30

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KERNEL_PCA

HDBSCAN

0.179118

0.002949

0.179118

0.154552

0.21297

72

30

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KERNEL_PCA

HDBSCAN

0.067145

0.003543

0.067145

0.038264

0.27381

6

30

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KERNEL_PCA

HDBSCAN

0.1803

0.004358

0.1803

0.157777

0.210325

70

30

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KERNEL_PCA

HDBSCAN

0.016057

0.000446

0.016057

0.008616

0.117698

2

30

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KERNEL_PCA

HDBSCAN

0.183716

0.003755

0.183716

0.161937

0.212265

72

30

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KERNEL_PCA

HDBSCAN

0.196677

0.005092

0.196677

0.178256

0.219344

81

30

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KERNEL_PCA

HDBSCAN

0.013619

0.00023

0.013619

0.007183

0.13089

2

30

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KERNEL_PCA

HDBSCAN

0.020049

0.000442

0.020049

0.010657

0.168748

3

30

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KERNEL_PCA

HDBSCAN

0.038199

0.001872

0.038199

0.022088

0.141178

6

30

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KERNEL_PCA

HDBSCAN

0.014104

0.000252

0.014104

0.007393

0.152571

2

30

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KERNEL_PCA

HDBSCAN

0.025942

0.001216

0.025942

0.014395

0.131173

4

30

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KERNEL_PCA

HDBSCAN

0.0279

0.001145

0.0279

0.015754

0.121824

5

30

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KERNEL_PCA

HDBSCAN

0.17479

0.008248

0.17479

0.153749

0.202503

69

30

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KERNEL_PCA

HDBSCAN

0.03471

0.002125

0.03471

0.019532

0.155733

4

30

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KERNEL_PCA

HDBSCAN

0.178852

0.002433

0.178852

0.159576

0.203424

84

30

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KERNEL_PCA

HDBSCAN

0.041649

0.002667

0.041649

0.024286

0.146082

7

30

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KERNEL_PCA

HDBSCAN

0.038365

0.001832

0.038365

0.022354

0.135212

9

30

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