Fig. 2
From: Activity cliff-aware reinforcement learning for de novo drug design
The relationship between biological activity differences and molecular distances. Each data point corresponds to a pair of molecules from the 5HT1B target activity dataset. It is evident that although molecules with small molecular distances generally exhibit similar biological activities, there also exists a considerable part of counterexamples above the blue lines, i.e., activity cliffs