Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods

Hyeon Yu, Jenny Benois-Pineau, Romain Bourqui +2

This paper investigates the use of Mean Opinion Score (MOS), a common image quality metric, as a user-centric evaluation metric for XAI post-hoc explainers. To measure the MOS, a u…