As in many areas in computational chemistry, quantitative analysis of SP(A)Rs and SIRs strongly depends on the molecular representation. Like other areas, modeling of SP(A)Rs under the concept of property (activity) landscape modeling is improved by considering multiple structure representations, for instance, various fingerprints of different designs. This includes the reliable detection of activity cliffs .