Automated benchmarking and selection of clustering algorithms (KMeans, Agglomerative, Spectral, GMM, DBSCAN) for spatial/multiplex immunofluorescence data, using Hopkins statistic, PCA, multi-metric evaluation (Silhouette, Davies-Bouldin, Calinski-Harabasz, ARI stability) and automatic best-method selection.