COSE: A Consistency-Sensitivity Metric for Saliency on Image Classification

Rangel Daroya, Aaron Sun, Subhransu Maji

We present a set of metrics that utilize vision priors to effectively assess the performance of saliency methods on image classification tasks. To understand behavior in deep learn…