Add BioCLIP 2.5 embeddings and benchmark artifacts

bioclip2_5_benchmark/benchmark_results_20260326_185250.csv

@@ -0,0 +1,10 @@
+model,reduction,clustering,config,n_samples,n_classes,n_clusters,n_outliers,outlier_ratio,v_measure,homogeneity,completeness,ami,ari,time_seconds
+bioclip2_5,pca,dbscan,dbscan_relaxed_ms20,139067,60,35,6909,0.049681088971502946,0.009055095500334705,0.004614495547724093,0.24028612020473045,0.005606307225815763,2.363359036154379e-05,0.6782864999258891
+bioclip2_5,pca,gmm,gmm_k60,139067,60,60,0,0.0,0.3243895878703192,0.32600842812652486,0.32278674532876067,0.3222669703259984,0.09436194771564847,23.567087700008415
+bioclip2_5,pca,hdbscan,hdbscan_mcs150_ms50,139067,60,3,1480,0.010642352247477834,0.1803676291454261,0.10369861550279436,0.6919773928105366,0.1802144813885739,0.0129512495074591,1.4451053000520915
+bioclip2_5,tsne,dbscan,dbscan_relaxed_ms20,139067,60,183,4033,0.0290004098743771,0.7716520902501292,0.758690151619044,0.7850646269681577,0.7693055465366866,0.2576823018867523,0.6672945999307558
+bioclip2_5,tsne,gmm,gmm_k60,139067,60,60,0,0.0,0.7735234949619259,0.7785833169563923,0.7685290134198751,0.7728132566283547,0.5789262049997751,32.93227500002831
+bioclip2_5,tsne,hdbscan,hdbscan_mcs150_ms50,139067,60,101,18900,0.13590571451171019,0.8821538210879131,0.9169206629452146,0.8499271687079998,0.8814303771845415,0.7963428949461994,2.7065264999400824
+bioclip2_5,umap,dbscan,dbscan_relaxed_ms20,139067,60,180,8727,0.06275392436739126,0.7991780398678368,0.8076429742142155,0.7908887075778451,0.7971094286337547,0.4547230261861096,0.8909357000375167
+bioclip2_5,umap,gmm,gmm_k60,139067,60,60,0,0.0,0.7727434601329592,0.7721529876915603,0.7733348363448164,0.7720248467729642,0.5476371336272332,65.15902000002097
+bioclip2_5,umap,hdbscan,hdbscan_mcs150_ms50,139067,60,119,21253,0.15282561642949083,0.8589957746604578,0.9079256900547269,0.8150700346231735,0.8579592820169082,0.7148554561231506,2.6138119000243023