Sanity Checks for Saliency Metrics

Richard Tomsett, Dan Harborne, Supriyo Chakraborty +2

Saliency maps are a popular approach to creating post-hoc explanations of image classifier outputs. These methods produce estimates of the relevance of each pixel to the classifica…