On the stability, correctness and plausibility of visual explanation methods based on feature importance

Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot +4

In the field of Explainable AI, multiples evaluation metrics have been proposed in order to assess the quality of explanation methods w.r.t. a set of desired properties. In this wo…