Precision for the HSC set using visual labels. Different definitions of negative class (non-merger): visually classified non-mergers (clear separation between the classes), visually classified non-merger plus disturbed galaxies, and disturbed galaxies. The precision for all methods drops when the separation between the classes is smaller. The recall is not shown as by definition it does not vary. All methods were trained on TNG and then applied to the HSC dataset.