What drives performance in molecular MPNNs? An operator-level factorial benchmark

Panyu Jiao, Shuizhou Chen, Yiheng Shen +3

Message-passing neural networks (MPNNs) are widely used for molecular property prediction, but their deployment as monolithic architectures makes it difficult to identify how speci…