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	UMAP	HDBSCAN	0.68362	0.365981	0.68362	0.724298	0.647268	68	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.679045	0.351461	0.679045	0.714913	0.646605	63	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.669415	0.301896	0.669415	0.708814	0.634166	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.687722	0.382575	0.687722	0.729384	0.650563	68	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.678398	0.315608	0.678398	0.718047	0.642898	70	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.688434	0.345683	0.688434	0.729833	0.651479	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.679661	0.328302	0.679661	0.719176	0.644262	71	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.681119	0.348689	0.681119	0.716087	0.649407	66	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.679577	0.339796	0.679577	0.713854	0.64844	63	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.683927	0.359086	0.683927	0.72144	0.650123	65	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.655336	0.257304	0.655336	0.688417	0.625288	75	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.678301	0.342239	0.678301	0.704531	0.653953	63	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.657983	0.27553	0.657983	0.684615	0.633346	68	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.670513	0.307498	0.670513	0.697262	0.64574	64	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.676852	0.331303	0.676852	0.712176	0.644867	67	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.66122	0.308365	0.66122	0.691251	0.633689	66	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.646083	0.256797	0.646083	0.679466	0.615827	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.664503	0.28888	0.664503	0.690701	0.640219	66	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.677143	0.356022	0.677143	0.706955	0.649744	62	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.677789	0.300596	0.677789	0.702502	0.654757	68	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.676954	0.308363	0.676954	0.711799	0.64536	71	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.677456	0.363679	0.677456	0.706352	0.650832	66	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.687798	0.355788	0.687798	0.723158	0.655734	66	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.683224	0.337423	0.683224	0.708433	0.659747	65	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.682485	0.372591	0.682485	0.705208	0.661181	57	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.678009	0.297022	0.678009	0.705596	0.652497	66	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.689296	0.323741	0.689296	0.723221	0.658411	70	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.686444	0.357808	0.686444	0.723505	0.652996	69	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.687489	0.337575	0.687489	0.723347	0.655018	70	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.693672	0.370745	0.693672	0.724882	0.665039	63	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.678002	0.328702	0.678002	0.709495	0.649186	67	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.675964	0.330934	0.675964	0.71155	0.643768	66	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.69071	0.382334	0.69071	0.73033	0.655167	65	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.676481	0.318363	0.676481	0.694884	0.659028	60	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.677127	0.327806	0.677127	0.707672	0.649109	65	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.669349	0.318037	0.669349	0.701815	0.639754	65	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.687856	0.374699	0.687856	0.719983	0.658474	62	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.681521	0.335865	0.681521	0.721199	0.645981	71	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.678457	0.35841	0.678457	0.707513	0.651693	61	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.665314	0.295809	0.665314	0.699333	0.634452	73	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_aves_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.657008	0.253793	0.657008	0.699303	0.619538	81	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.652344	0.278817	0.652344	0.683001	0.624321	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.665336	0.286127	0.665336	0.707398	0.627995	77	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.657663	0.248987	0.657663	0.700936	0.619422	81	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.64966	0.246857	0.64966	0.695273	0.609663	83	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.653604	0.259075	0.653604	0.698103	0.614438	80	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.659178	0.273084	0.659178	0.696667	0.625518	75	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.660366	0.269459	0.660366	0.708082	0.618675	82	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.656308	0.253871	0.656308	0.697772	0.619496	80	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.645214	0.208035	0.645214	0.678785	0.614807	82	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.650668	0.286076	0.650668	0.682514	0.621661	67	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.652453	0.291458	0.652453	0.689912	0.618852	73	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.651865	0.249086	0.651865	0.688735	0.618742	77	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.651116	0.288811	0.651116	0.684802	0.620588	70	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.645837	0.262009	0.645837	0.672671	0.621061	69	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.663382	0.317514	0.663382	0.702562	0.628341	70	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.648581	0.272348	0.648581	0.69317	0.609383	78	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.657791	0.282088	0.657791	0.682613	0.634711	65	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.647265	0.258003	0.647265	0.686013	0.612659	74	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.645263	0.266604	0.645263	0.680264	0.613688	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.634664	0.23535	0.634664	0.672519	0.600844	77	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.639126	0.242185	0.639126	0.681607	0.601629	78	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.620041	0.219941	0.620041	0.610998	0.629355	54	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.633772	0.232836	0.633772	0.672417	0.599328	81	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.624385	0.204221	0.624385	0.657495	0.59445	82	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.6303	0.252855	0.6303	0.663961	0.599888	74	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.639058	0.248632	0.639058	0.682021	0.601188	84	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.64853	0.254815	0.64853	0.693557	0.608994	80	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.641	0.244314	0.641	0.686521	0.60114	89	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.637612	0.238106	0.637612	0.677036	0.602526	84	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.634294	0.270966	0.634294	0.665107	0.606209	69	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.637759	0.259239	0.637759	0.679147	0.601125	80	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.638287	0.284898	0.638287	0.67038	0.609127	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.645255	0.256747	0.645255	0.685331	0.609607	77	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.647743	0.292641	0.647743	0.683664	0.615408	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.648373	0.287571	0.648373	0.695125	0.607513	76	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.647937	0.242025	0.647937	0.689274	0.611278	84	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.643197	0.267243	0.643197	0.683156	0.607654	79	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.642321	0.264767	0.642321	0.681717	0.60723	79	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.640654	0.259107	0.640654	0.671851	0.612225	76	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.635444	0.237114	0.635444	0.679227	0.596965	88	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_4_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.654606	0.279108	0.654606	0.696844	0.617195	78	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.644501	0.271842	0.644501	0.684179	0.609173	76	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.64971	0.285997	0.64971	0.690853	0.613192	76	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.654141	0.300428	0.654141	0.701309	0.612918	77	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.646977	0.255044	0.646977	0.687854	0.610686	82	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.64749	0.318433	0.64749	0.679861	0.618061	69	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.638029	0.236945	0.638029	0.675506	0.604492	82	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.655481	0.314069	0.655481	0.696369	0.619128	76	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.644282	0.27447	0.644282	0.68721	0.606402	77	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_4_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.647187	0.25187	0.647187	0.692016	0.607812	82	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_5_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.630879	0.208552	0.630879	0.668172	0.597529	86	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_5_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.628123	0.192123	0.628123	0.66874	0.592157	86	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.615849	0.174418	0.615849	0.597798	0.635025	57	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.635765	0.247107	0.635765	0.65462	0.617966	70	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.620828	0.210114	0.620828	0.636406	0.605995	72	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.642818	0.246576	0.642818	0.685852	0.604865	80	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.651533	0.282602	0.651533	0.66993	0.63412	63	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.645799	0.228649	0.645799	0.684523	0.611222	79	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_5_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HDBSCAN	0.636469	0.229077	0.636469	0.68009	0.598107	85	30	clip_vitl14\dimension_reduction\UMAP\clustering\HDBSCAN\clip_vitl14_mammalia_5_UMAP_9\analysis_summary.json

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clip_vitl14

UMAP

HDBSCAN

0.68362

0.365981

0.68362

0.724298

0.647268

68

30

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clip_vitl14

UMAP

HDBSCAN

0.679045

0.351461

0.679045

0.714913

0.646605

63

30

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clip_vitl14

UMAP

HDBSCAN

0.669415

0.301896

0.669415

0.708814

0.634166

72

30

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clip_vitl14

UMAP

HDBSCAN

0.687722

0.382575

0.687722

0.729384

0.650563

68

30

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clip_vitl14

UMAP

HDBSCAN

0.678398

0.315608

0.678398

0.718047

0.642898

70

30

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clip_vitl14

UMAP

HDBSCAN

0.688434

0.345683

0.688434

0.729833

0.651479

72

30

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clip_vitl14

UMAP

HDBSCAN

0.679661

0.328302

0.679661

0.719176

0.644262

71

30

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clip_vitl14

UMAP

HDBSCAN

0.681119

0.348689

0.681119

0.716087

0.649407

66

30

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clip_vitl14

UMAP

HDBSCAN

0.679577

0.339796

0.679577

0.713854

0.64844

63

30

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clip_vitl14

UMAP

HDBSCAN

0.683927

0.359086

0.683927

0.72144

0.650123

65

30

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clip_vitl14

UMAP

HDBSCAN

0.655336

0.257304

0.655336

0.688417

0.625288

75

30

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clip_vitl14

UMAP

HDBSCAN

0.678301

0.342239

0.678301

0.704531

0.653953

63

30

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clip_vitl14

UMAP

HDBSCAN

0.657983

0.27553

0.657983

0.684615

0.633346

68

30

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clip_vitl14

UMAP

HDBSCAN

0.670513

0.307498

0.670513

0.697262

0.64574

64

30

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clip_vitl14

UMAP

HDBSCAN

0.676852

0.331303

0.676852

0.712176

0.644867

67

30

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clip_vitl14

UMAP

HDBSCAN

0.66122

0.308365

0.66122

0.691251

0.633689

66

30

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clip_vitl14

UMAP

HDBSCAN

0.646083

0.256797

0.646083

0.679466

0.615827

72

30

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clip_vitl14

UMAP

HDBSCAN

0.664503

0.28888

0.664503

0.690701

0.640219

66

30

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clip_vitl14

UMAP

HDBSCAN

0.677143

0.356022

0.677143

0.706955

0.649744

62

30

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clip_vitl14

UMAP

HDBSCAN

0.677789

0.300596

0.677789

0.702502

0.654757

68

30

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clip_vitl14

UMAP

HDBSCAN

0.676954

0.308363

0.676954

0.711799

0.64536

71

30

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clip_vitl14

UMAP

HDBSCAN

0.677456

0.363679

0.677456

0.706352

0.650832

66

30

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clip_vitl14

UMAP

HDBSCAN

0.687798

0.355788

0.687798

0.723158

0.655734

66

30

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clip_vitl14

UMAP

HDBSCAN

0.683224

0.337423

0.683224

0.708433

0.659747

65

30

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clip_vitl14

UMAP

HDBSCAN

0.682485

0.372591

0.682485

0.705208

0.661181

57

30

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clip_vitl14

UMAP

HDBSCAN

0.678009

0.297022

0.678009

0.705596

0.652497

66

30

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clip_vitl14

UMAP

HDBSCAN

0.689296

0.323741

0.689296

0.723221

0.658411

70

30

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clip_vitl14

UMAP

HDBSCAN

0.686444

0.357808

0.686444

0.723505

0.652996

69

30

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clip_vitl14

UMAP

HDBSCAN

0.687489

0.337575

0.687489

0.723347

0.655018

70

30

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clip_vitl14

UMAP

HDBSCAN

0.693672

0.370745

0.693672

0.724882

0.665039

63

30

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clip_vitl14

UMAP

HDBSCAN

0.678002

0.328702

0.678002

0.709495

0.649186

67

30

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clip_vitl14

UMAP

HDBSCAN

0.675964

0.330934

0.675964

0.71155

0.643768

66

30

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clip_vitl14

UMAP

HDBSCAN

0.69071

0.382334

0.69071

0.73033

0.655167

65

30

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clip_vitl14

UMAP

HDBSCAN

0.676481

0.318363

0.676481

0.694884

0.659028

60

30

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clip_vitl14

UMAP

HDBSCAN

0.677127

0.327806

0.677127

0.707672

0.649109

65

30

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clip_vitl14

UMAP

HDBSCAN

0.669349

0.318037

0.669349

0.701815

0.639754

65

30

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clip_vitl14

UMAP

HDBSCAN

0.687856

0.374699

0.687856

0.719983

0.658474

62

30

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clip_vitl14

UMAP

HDBSCAN

0.681521

0.335865

0.681521

0.721199

0.645981

71

30

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clip_vitl14

UMAP

HDBSCAN

0.678457

0.35841

0.678457

0.707513

0.651693

61

30

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clip_vitl14

UMAP

HDBSCAN

0.665314

0.295809

0.665314

0.699333

0.634452

73

30

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clip_vitl14

UMAP

HDBSCAN

0.657008

0.253793

0.657008

0.699303

0.619538

81

30

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clip_vitl14

UMAP

HDBSCAN

0.652344

0.278817

0.652344

0.683001

0.624321

72

30

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clip_vitl14

UMAP

HDBSCAN

0.665336

0.286127

0.665336

0.707398

0.627995

77

30

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clip_vitl14

UMAP

HDBSCAN

0.657663

0.248987

0.657663

0.700936

0.619422

81

30

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clip_vitl14

UMAP

HDBSCAN

0.64966

0.246857

0.64966

0.695273

0.609663

83

30

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clip_vitl14

UMAP

HDBSCAN

0.653604

0.259075

0.653604

0.698103

0.614438

80

30

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clip_vitl14

UMAP

HDBSCAN

0.659178

0.273084

0.659178

0.696667

0.625518

75

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clip_vitl14

UMAP

HDBSCAN

0.660366

0.269459

0.660366

0.708082

0.618675

82

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clip_vitl14

UMAP

HDBSCAN

0.656308

0.253871

0.656308

0.697772

0.619496

80

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clip_vitl14

UMAP

HDBSCAN

0.645214

0.208035

0.645214

0.678785

0.614807

82

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clip_vitl14

UMAP

HDBSCAN

0.650668

0.286076

0.650668

0.682514

0.621661

67

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clip_vitl14

UMAP

HDBSCAN

0.652453

0.291458

0.652453

0.689912

0.618852

73

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clip_vitl14

UMAP

HDBSCAN

0.651865

0.249086

0.651865

0.688735

0.618742

77

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clip_vitl14

UMAP

HDBSCAN

0.651116

0.288811

0.651116

0.684802

0.620588

70

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clip_vitl14

UMAP

HDBSCAN

0.645837

0.262009

0.645837

0.672671

0.621061

69

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clip_vitl14

UMAP

HDBSCAN

0.663382

0.317514

0.663382

0.702562

0.628341

70

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clip_vitl14

UMAP

HDBSCAN

0.648581

0.272348

0.648581

0.69317

0.609383

78

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clip_vitl14

UMAP

HDBSCAN

0.657791

0.282088

0.657791

0.682613

0.634711

65

30

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CLIP ViT-L/14

clip_vitl14

UMAP

HDBSCAN

0.647265

0.258003

0.647265

0.686013

0.612659

74

30

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CLIP ViT-L/14

clip_vitl14

UMAP

HDBSCAN

0.645263

0.266604

0.645263

0.680264

0.613688

72

30

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CLIP ViT-L/14

clip_vitl14

UMAP

HDBSCAN

0.634664

0.23535

0.634664

0.672519

0.600844

77

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CLIP ViT-L/14

clip_vitl14

UMAP

HDBSCAN

0.639126

0.242185

0.639126

0.681607

0.601629

78

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CLIP ViT-L/14

clip_vitl14

UMAP

HDBSCAN

0.620041

0.219941

0.620041

0.610998

0.629355

54

30

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CLIP ViT-L/14

clip_vitl14

UMAP

HDBSCAN

0.633772

0.232836

0.633772

0.672417

0.599328

81

30

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clip_vitl14

UMAP

HDBSCAN

0.624385

0.204221

0.624385

0.657495

0.59445

82

30

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clip_vitl14

UMAP

HDBSCAN

0.6303

0.252855

0.6303

0.663961

0.599888

74

30

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CLIP ViT-L/14

clip_vitl14

UMAP

HDBSCAN

0.639058

0.248632

0.639058

0.682021

0.601188

84

30

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clip_vitl14

UMAP

HDBSCAN

0.64853

0.254815

0.64853

0.693557

0.608994

80

30

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CLIP ViT-L/14

clip_vitl14

UMAP

HDBSCAN

0.641

0.244314

0.641

0.686521

0.60114

89

30

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CLIP ViT-L/14

clip_vitl14

UMAP

HDBSCAN

0.637612

0.238106

0.637612

0.677036

0.602526

84

30

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clip_vitl14

UMAP

HDBSCAN

0.634294

0.270966

0.634294

0.665107

0.606209

69

30

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clip_vitl14

UMAP

HDBSCAN

0.637759

0.259239

0.637759

0.679147

0.601125

80

30

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clip_vitl14

UMAP

HDBSCAN

0.638287

0.284898

0.638287

0.67038

0.609127

72

30

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clip_vitl14

UMAP

HDBSCAN

0.645255

0.256747

0.645255

0.685331

0.609607

77

30

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clip_vitl14

UMAP

HDBSCAN

0.647743

0.292641

0.647743

0.683664

0.615408

72

30

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clip_vitl14

UMAP

HDBSCAN

0.648373

0.287571

0.648373

0.695125

0.607513

76

30

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clip_vitl14

UMAP

HDBSCAN

0.647937

0.242025

0.647937

0.689274

0.611278

84

30

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clip_vitl14

UMAP

HDBSCAN

0.643197

0.267243

0.643197

0.683156

0.607654

79

30

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clip_vitl14

UMAP

HDBSCAN

0.642321

0.264767

0.642321

0.681717

0.60723

79

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clip_vitl14

UMAP

HDBSCAN

0.640654

0.259107

0.640654

0.671851

0.612225

76

30

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clip_vitl14

UMAP

HDBSCAN

0.635444

0.237114

0.635444

0.679227

0.596965

88

30

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clip_vitl14

UMAP

HDBSCAN

0.654606

0.279108

0.654606

0.696844

0.617195

78

30

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clip_vitl14

UMAP

HDBSCAN

0.644501

0.271842

0.644501

0.684179

0.609173

76

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clip_vitl14

UMAP

HDBSCAN

0.64971

0.285997

0.64971

0.690853

0.613192

76

30

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clip_vitl14

UMAP

HDBSCAN

0.654141

0.300428

0.654141

0.701309

0.612918

77

30

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clip_vitl14

UMAP

HDBSCAN

0.646977

0.255044

0.646977

0.687854

0.610686

82

30

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clip_vitl14

UMAP

HDBSCAN

0.64749

0.318433

0.64749

0.679861

0.618061

69

30

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clip_vitl14

UMAP

HDBSCAN

0.638029

0.236945

0.638029

0.675506

0.604492

82

30

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clip_vitl14

UMAP

HDBSCAN

0.655481

0.314069

0.655481

0.696369

0.619128

76

30

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clip_vitl14

UMAP

HDBSCAN

0.644282

0.27447

0.644282

0.68721

0.606402

77

30

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clip_vitl14

UMAP

HDBSCAN

0.647187

0.25187

0.647187

0.692016

0.607812

82

30

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clip_vitl14

UMAP

HDBSCAN

0.630879

0.208552

0.630879

0.668172

0.597529

86

30

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clip_vitl14

UMAP

HDBSCAN

0.628123

0.192123

0.628123

0.66874

0.592157

86

30

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clip_vitl14

UMAP

HDBSCAN

0.615849

0.174418

0.615849

0.597798

0.635025

57

30

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clip_vitl14

UMAP

HDBSCAN

0.635765

0.247107

0.635765

0.65462

0.617966

70

30

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clip_vitl14

UMAP

HDBSCAN

0.620828

0.210114

0.620828

0.636406

0.605995

72

30

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clip_vitl14

UMAP

HDBSCAN

0.642818

0.246576

0.642818

0.685852

0.604865

80

30

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clip_vitl14

UMAP

HDBSCAN

0.651533

0.282602

0.651533

0.66993

0.63412

63

30

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clip_vitl14

UMAP

HDBSCAN

0.645799

0.228649

0.645799

0.684523

0.611222

79

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clip_vitl14

UMAP

HDBSCAN

0.636469

0.229077

0.636469

0.68009

0.598107

85

30

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