Pipeline of the proposed explainable fragment-based molecular property attribution technique. Starting from several molecular property tasks, the relevance between specific attribution fragments and the properties of drug molecules, and thus the results are extended to the intrinsic relationship between property tasks. The above method can provide pharmacologists with sufficiently precise guidance, accelerate the process of analyzing the properties of drug molecules,.