@article{whydeepmodelsoftencannotbeatnondeep,
  title = {Why Deep Models Often cannot Beat Non-deep Counterparts on Molecular Property Prediction?},
  author = {Jun Xia and Lecheng Zhang and Xiao Zhu and Stan Z. Li},
  year = {2023},
  eprint = {2306.17702},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2306.17702v1},
}