Two4Two: Evaluating Interpretable Machine Learning - A Synthetic Dataset For Controlled Experiments

Martin Schuessler, Philipp Weiß, Leon Sixt

A growing number of approaches exist to generate explanations for image classification. However, few of these approaches are subjected to human-subject evaluations, partly because…