Our paper on benchmarking deep learning models for graph classification has been accepted at ICML 2020. Check it out!
A Fair Comparison of Graph Neural Networks for Graph Classification. Proceedings of the Eighth International Conference on Learning Representations (ICLR 2020), 2020.