A Fresh Look at Sanity Checks for Saliency Maps

1 code implementation • 3 May 2024 • Anna Hedström, Leander Weber, Sebastian Lapuschkin, Marina Höhne

The Model Parameter Randomisation Test (MPRT) is highly recognised in the eXplainable Artificial Intelligence (XAI) community due to its fundamental evaluative criterion: explanations should be sensitive to the parameters of the model they seek to explain.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)