WOMBAT: Whitebox Oracle for Molecular Benchmarking and Attribution Testing

Dominik Matuszek, Bartosz Zieliński, Tomasz Danel +1

When a graph neural network (GNN) explainer produces an unexpected attribution on a molecule, the attribution alone cannot reveal whether the explainer has failed or the model has…