XAI-Units: Benchmarking Explainability Methods with Unit Tests

Jun Rui Lee, Sadegh Emami, Michael David Hollins +5

Feature attribution (FA) methods are widely used in explainable AI (XAI) to help users understand how the inputs of a machine learning model contribute to its outputs. However, dif…