In all workflows, the target property was the median pCHEMBL value as determined from the Papyrus data set . All experiments were conducted in 30 replicas and using either a standard random train-test splitting strategy or a cluster split strategy, RandomSplit and ClusterSplit classes in the QSPRpred API, respectively. For each model, we report the R 2 metric on each task separately 3.