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	HIERARCHICAL_K90	0.669202	0.372419	0.669202	0.76973	0.591898	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.676812	0.38948	0.676812	0.777438	0.59925	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.674523	0.395515	0.674523	0.774992	0.597114	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.67163	0.383025	0.67163	0.772785	0.593892	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.668212	0.373576	0.668212	0.769841	0.590286	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.673469	0.384582	0.673469	0.772891	0.59671	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.674274	0.388453	0.674274	0.772695	0.598092	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.670067	0.37323	0.670067	0.771152	0.592412	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.677015	0.392581	0.677015	0.77873	0.598801	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.674759	0.397497	0.674759	0.772896	0.598736	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.66937	0.384797	0.66937	0.76777	0.593326	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.672545	0.382747	0.672545	0.772811	0.595308	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.671416	0.385602	0.671416	0.771259	0.59446	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.667796	0.387639	0.667796	0.767191	0.591201	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.669459	0.381048	0.669459	0.768842	0.592828	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.670799	0.387532	0.670799	0.770577	0.593898	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.671146	0.384299	0.671146	0.771506	0.593891	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.672453	0.391545	0.672453	0.771803	0.595764	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.664966	0.375357	0.664966	0.764794	0.588189	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.667726	0.371505	0.667726	0.766732	0.591364	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.682682	0.40019	0.682682	0.784941	0.603995	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.67775	0.388719	0.67775	0.780194	0.599087	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.677751	0.386422	0.677751	0.778942	0.599828	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.674899	0.382701	0.674899	0.776618	0.59674	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.674461	0.392535	0.674461	0.774349	0.597399	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.676488	0.381479	0.676488	0.778628	0.598037	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.679816	0.386731	0.679816	0.782176	0.601146	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.674831	0.377662	0.674831	0.776402	0.596761	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.678776	0.394836	0.678776	0.780131	0.600729	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.678273	0.388021	0.678273	0.780377	0.599795	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.670148	0.381326	0.670148	0.770988	0.592635	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.669675	0.391941	0.669675	0.769562	0.592739	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.672235	0.389555	0.672235	0.772112	0.595238	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.66747	0.392817	0.66747	0.765726	0.591562	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.6646	0.377415	0.6646	0.764883	0.587564	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.669952	0.386731	0.669952	0.769149	0.593419	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.669899	0.384141	0.669899	0.771247	0.592093	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.669336	0.381017	0.669336	0.769091	0.592488	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.672373	0.391121	0.672373	0.772494	0.595227	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14	clip_vitl14	UMAP	HIERARCHICAL_K90	0.671505	0.385086	0.671505	0.772065	0.594122	90	30	clip_vitl14\dimension_reduction\UMAP\clustering\HIERARCHICAL_K90\clip_vitl14_mammalia_9_UMAP_9\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.53168	0.14674	0.53168	0.48479	0.588613	93	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.54775	0.156463	0.54775	0.49872	0.607472	92	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.549075	0.151517	0.549075	0.512865	0.590787	106	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.5484	0.16762	0.5484	0.523997	0.575188	110	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.536803	0.155171	0.536803	0.481204	0.606927	82	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.568133	0.185231	0.568133	0.539484	0.599994	107	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.574078	0.19077	0.574078	0.557555	0.59161	117	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.587141	0.198035	0.587141	0.574469	0.600384	113	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.543497	0.159565	0.543497	0.508144	0.584138	104	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.547932	0.166689	0.547932	0.505419	0.598254	103	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.51228	0.140045	0.51228	0.496909	0.528633	130	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.523163	0.150377	0.523163	0.515333	0.531235	124	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.441549	0.07571	0.441549	0.388106	0.512062	110	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.458387	0.095498	0.458387	0.423985	0.498865	131	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.502695	0.122179	0.502695	0.496647	0.508893	127	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.487316	0.138396	0.487316	0.456181	0.523012	110	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.497033	0.115883	0.497033	0.473608	0.522896	125	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.488586	0.120026	0.488586	0.4656	0.513958	130	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.479206	0.12286	0.479206	0.46474	0.494602	139	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	DBSCAN	0.470275	0.122164	0.470275	0.434313	0.512731	105	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.656471	0.382499	0.656471	0.582613	0.751773	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.66023	0.38914	0.66023	0.585453	0.756906	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.622274	0.333181	0.622274	0.550015	0.716391	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.653143	0.366133	0.653143	0.574347	0.756999	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.650157	0.344299	0.650157	0.569362	0.757674	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.649651	0.375522	0.649651	0.57829	0.741104	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.661683	0.37802	0.661683	0.585797	0.760156	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.650808	0.355274	0.650808	0.573936	0.751456	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.652081	0.362502	0.652081	0.57267	0.757061	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.665909	0.381078	0.665909	0.588419	0.766904	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.615207	0.333048	0.615207	0.54263	0.710197	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.583378	0.309545	0.583378	0.518726	0.66644	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.566242	0.298809	0.566242	0.498545	0.655212	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.58916	0.290332	0.58916	0.516108	0.686303	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.58199	0.297916	0.58199	0.514781	0.669384	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.591645	0.300723	0.591645	0.518696	0.688472	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.589437	0.298708	0.589437	0.519453	0.681213	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.593908	0.302753	0.593908	0.523624	0.685984	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.575582	0.278342	0.575582	0.503279	0.672144	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K15	0.602964	0.317327	0.602964	0.531274	0.69702	15	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.612203	0.219964	0.612203	0.755827	0.514447	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.621026	0.232505	0.621026	0.762255	0.523949	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.604351	0.238325	0.604351	0.746463	0.507695	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.607301	0.221009	0.607301	0.748792	0.510783	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.604255	0.223775	0.604255	0.742184	0.509558	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.617559	0.235295	0.617559	0.760031	0.52007	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.624481	0.234393	0.624481	0.770891	0.524808	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.63266	0.253563	0.63266	0.780275	0.532013	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.609393	0.208357	0.609393	0.755018	0.51086	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.611828	0.228201	0.611828	0.753286	0.515099	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.580603	0.203534	0.580603	0.717227	0.487701	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.573224	0.215589	0.573224	0.707584	0.481746	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.54954	0.181639	0.54954	0.678394	0.461821	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.54359	0.17909	0.54359	0.673035	0.455906	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.574949	0.220554	0.574949	0.711187	0.482516	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.565438	0.191663	0.565438	0.701669	0.473505	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.569826	0.209531	0.569826	0.703242	0.47896	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.566674	0.19933	0.566674	0.70048	0.475789	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json
DINOv2 ViT-g/14	dinov2_vitg14	ISOMAP	GMM_K180	0.550889	0.195416	0.550889	0.679847	0.463054	180	30	dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json
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HIERARCHICAL_K90

0.676812

0.38948

0.676812

0.777438

0.59925

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HIERARCHICAL_K90

0.674523

0.395515

0.674523

0.774992

0.597114

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UMAP

HIERARCHICAL_K90

0.67163

0.383025

0.67163

0.772785

0.593892

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HIERARCHICAL_K90

0.668212

0.373576

0.668212

0.769841

0.590286

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HIERARCHICAL_K90

0.673469

0.384582

0.673469

0.772891

0.59671

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UMAP

HIERARCHICAL_K90

0.674274

0.388453

0.674274

0.772695

0.598092

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HIERARCHICAL_K90

0.670067

0.37323

0.670067

0.771152

0.592412

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HIERARCHICAL_K90

0.677015

0.392581

0.677015

0.77873

0.598801

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HIERARCHICAL_K90

0.674759

0.397497

0.674759

0.772896

0.598736

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HIERARCHICAL_K90

0.66937

0.384797

0.66937

0.76777

0.593326

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HIERARCHICAL_K90

0.672545

0.382747

0.672545

0.772811

0.595308

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HIERARCHICAL_K90

0.671416

0.385602

0.671416

0.771259

0.59446

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HIERARCHICAL_K90

0.667796

0.387639

0.667796

0.767191

0.591201

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HIERARCHICAL_K90

0.669459

0.381048

0.669459

0.768842

0.592828

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HIERARCHICAL_K90

0.670799

0.387532

0.670799

0.770577

0.593898

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HIERARCHICAL_K90

0.671146

0.384299

0.671146

0.771506

0.593891

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UMAP

HIERARCHICAL_K90

0.672453

0.391545

0.672453

0.771803

0.595764

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UMAP

HIERARCHICAL_K90

0.664966

0.375357

0.664966

0.764794

0.588189

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UMAP

HIERARCHICAL_K90

0.667726

0.371505

0.667726

0.766732

0.591364

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HIERARCHICAL_K90

0.682682

0.40019

0.682682

0.784941

0.603995

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HIERARCHICAL_K90

0.67775

0.388719

0.67775

0.780194

0.599087

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HIERARCHICAL_K90

0.677751

0.386422

0.677751

0.778942

0.599828

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HIERARCHICAL_K90

0.674899

0.382701

0.674899

0.776618

0.59674

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HIERARCHICAL_K90

0.674461

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0.674461

0.774349

0.597399

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HIERARCHICAL_K90

0.676488

0.381479

0.676488

0.778628

0.598037

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HIERARCHICAL_K90

0.679816

0.386731

0.679816

0.782176

0.601146

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HIERARCHICAL_K90

0.674831

0.377662

0.674831

0.776402

0.596761

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HIERARCHICAL_K90

0.678776

0.394836

0.678776

0.780131

0.600729

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HIERARCHICAL_K90

0.678273

0.388021

0.678273

0.780377

0.599795

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HIERARCHICAL_K90

0.670148

0.381326

0.670148

0.770988

0.592635

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HIERARCHICAL_K90

0.669675

0.391941

0.669675

0.769562

0.592739

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HIERARCHICAL_K90

0.672235

0.389555

0.672235

0.772112

0.595238

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HIERARCHICAL_K90

0.66747

0.392817

0.66747

0.765726

0.591562

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0.6646

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0.764883

0.587564

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0.669952

0.386731

0.669952

0.769149

0.593419

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0.669899

0.384141

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0.771247

0.592093

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0.669336

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0.769091

0.592488

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0.772494

0.595227

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0.671505

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0.772065

0.594122

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DBSCAN

0.53168

0.14674

0.53168

0.48479

0.588613

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DBSCAN

0.54775

0.156463

0.54775

0.49872

0.607472

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DBSCAN

0.549075

0.151517

0.549075

0.512865

0.590787

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DBSCAN

0.5484

0.16762

0.5484

0.523997

0.575188

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DBSCAN

0.536803

0.155171

0.536803

0.481204

0.606927

82

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.568133

0.185231

0.568133

0.539484

0.599994

107

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.574078

0.19077

0.574078

0.557555

0.59161

117

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.587141

0.198035

0.587141

0.574469

0.600384

113

30

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dinov2_vitg14

ISOMAP

DBSCAN

0.543497

0.159565

0.543497

0.508144

0.584138

104

30

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dinov2_vitg14

ISOMAP

DBSCAN

0.547932

0.166689

0.547932

0.505419

0.598254

103

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.51228

0.140045

0.51228

0.496909

0.528633

130

30

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dinov2_vitg14

ISOMAP

DBSCAN

0.523163

0.150377

0.523163

0.515333

0.531235

124

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.441549

0.07571

0.441549

0.388106

0.512062

110

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.458387

0.095498

0.458387

0.423985

0.498865

131

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.502695

0.122179

0.502695

0.496647

0.508893

127

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.487316

0.138396

0.487316

0.456181

0.523012

110

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.497033

0.115883

0.497033

0.473608

0.522896

125

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.488586

0.120026

0.488586

0.4656

0.513958

130

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.479206

0.12286

0.479206

0.46474

0.494602

139

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

DBSCAN

0.470275

0.122164

0.470275

0.434313

0.512731

105

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\DBSCAN\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.656471

0.382499

0.656471

0.582613

0.751773

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.66023

0.38914

0.66023

0.585453

0.756906

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.622274

0.333181

0.622274

0.550015

0.716391

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.653143

0.366133

0.653143

0.574347

0.756999

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.650157

0.344299

0.650157

0.569362

0.757674

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.649651

0.375522

0.649651

0.57829

0.741104

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.661683

0.37802

0.661683

0.585797

0.760156

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.650808

0.355274

0.650808

0.573936

0.751456

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.652081

0.362502

0.652081

0.57267

0.757061

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.665909

0.381078

0.665909

0.588419

0.766904

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.615207

0.333048

0.615207

0.54263

0.710197

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.583378

0.309545

0.583378

0.518726

0.66644

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.566242

0.298809

0.566242

0.498545

0.655212

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.58916

0.290332

0.58916

0.516108

0.686303

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.58199

0.297916

0.58199

0.514781

0.669384

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.591645

0.300723

0.591645

0.518696

0.688472

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.589437

0.298708

0.589437

0.519453

0.681213

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.593908

0.302753

0.593908

0.523624

0.685984

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.575582

0.278342

0.575582

0.503279

0.672144

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K15

0.602964

0.317327

0.602964

0.531274

0.69702

15

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K15\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.612203

0.219964

0.612203

0.755827

0.514447

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_10_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.621026

0.232505

0.621026

0.762255

0.523949

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_1_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.604351

0.238325

0.604351

0.746463

0.507695

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_2_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.607301

0.221009

0.607301

0.748792

0.510783

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_3_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.604255

0.223775

0.604255

0.742184

0.509558

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_4_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.617559

0.235295

0.617559

0.760031

0.52007

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_5_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.624481

0.234393

0.624481

0.770891

0.524808

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.63266

0.253563

0.63266

0.780275

0.532013

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_7_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.609393

0.208357

0.609393

0.755018

0.51086

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_8_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.611828

0.228201

0.611828

0.753286

0.515099

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_aves_9_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.580603

0.203534

0.580603

0.717227

0.487701

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_10_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.573224

0.215589

0.573224

0.707584

0.481746

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_1_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.54954

0.181639

0.54954

0.678394

0.461821

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_2_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.54359

0.17909

0.54359

0.673035

0.455906

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_3_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.574949

0.220554

0.574949

0.711187

0.482516

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_4_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.565438

0.191663

0.565438

0.701669

0.473505

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_5_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.569826

0.209531

0.569826

0.703242

0.47896

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_6_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.566674

0.19933

0.566674

0.70048

0.475789

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_7_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.550889

0.195416

0.550889

0.679847

0.463054

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_8_ISOMAP\analysis_summary.json

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dinov2_vitg14

ISOMAP

GMM_K180

0.556241

0.193615

0.556241

0.686819

0.467383

180

30

dinov2_vitg14\dimension_reduction\ISOMAP\clustering\GMM_K180\dinov2_vitg14_mammalia_9_ISOMAP\analysis_summary.json