Confusion matrices comparing star cluster classifications from previous studies (‘Cat’ items) with our systematic method, which uses the TF, distances, and pair identification (see Sect. 2). The left matrix categorizes star clusters into groups, pairs, singles, and unclassified (‘Unclass’). The central matrix combines the groups and pairs categories, while the right matrix considers only the groups and pairs classifications. The corresponding accuracy for each matrix is also provided.