Before revision:  For example, GEGL manages to solve the penalized octanol-water partition coefficient optimization with a score of 31.82 , while the best-known score in the literature is 26.1 . Besides, for the GuacaMol benchmark with 20 tasks, our method achieves the highest score for 19 tasks, in comparison with state-of-the-art methods, and newly obtains the perfect score for three tasks.
After revision:  For example, GEGL manages to solve the penalized octanol-water partition coefficient optimization with a score of 31.40 , while the best-known score in the literature is 26.1 . Besides, for the GuacaMol benchmark with 20 tasks, our method achieves the highest score for 19 tasks, in comparison with state-of-the-art methods, and newly obtains the perfect score for three tasks.