Notably, for compound 4 which has P(active)=0.94, RL (i.e. RL DF(cmp) Sim) shows a slight improvement over No RL, unlike in the scaffold discovery task (Figure ). This might because the Tanimoto similarity scoring component helps the model generate more similar compounds to compound 4, which are also more likely to be highly active.