Why Deep Models Often cannot Beat Non-deep Counterparts on Molecular Property Prediction?

Jun Xia, Lecheng Zhang, Xiao Zhu +1

Molecular property prediction (MPP) is a crucial task in the drug discovery pipeline, which has recently gained considerable attention thanks to advances in deep neural networks. H…