Robust model benchmarking and bias-imbalance in data-driven materials science: a case study on MODNet

Pierre-Paul De Breuck, Matthew L. Evans, Gian-Marco Rignanese

As the number of novel data-driven approaches to material science continues to grow, it is crucial to perform consistent quality, reliability and applicability assessments of model…