Quantitative Evaluation of Explainable Graph Neural Networks for Molecular Property Prediction

Jiahua Rao, Shuangjia Zheng, Yuedong Yang

Advances in machine learning have led to graph neural network-based methods for drug discovery, yielding promising results in molecular design, chemical synthesis planning, and mol…