Extensive evaluation of image classifiers’ interpretations

Saliency maps are input-resolution matrices used for visualizing local interpretations of image classifiers. Their pixel values reflect the importance of corresponding image locations for the model’s decision. Despite numerous proposals on how to obtain such maps, their evaluation remains an open qu...

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