Pitfalls of Graph Neural Network Evaluation

2 code implementations • 14 Nov 2018 • Oleksandr Shchur, Maximilian Mumme, Aleksandar Bojchevski, Stephan Günnemann

We perform a thorough empirical evaluation of four prominent GNN models and show that considering different splits of the data leads to dramatically different rankings of models.

Graph Mining Node Classification