Besides the low molecular similarity of macrocyclic compounds with the non-CSMs of the knowledge base, a major reason for the lower success rates observed for macrocyclic compounds are the complexities involved in representing the 3D conformations of these queries, related to a high number of conformational degrees of freedom and torsional properties that are distinct from non-macrocyclic compounds.