Figure shows overlap of compounds between splitting sets for each cross-validation schema. In this case, in clustering-based there are no repeated compounds across groups. In database-based and intermediate there is negligible overlap between groups, probably due to repeated inactives for di↵erent targets. Since in random cross-validation splitting was made randomly, there are repeated compounds in all splitting sets.