MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts

Renchunzi Xie, Ambroise Odonnat, Vasilii Feofanov +3

Leveraging the models' outputs, specifically the logits, is a common approach to estimating the test accuracy of a pre-trained neural network on out-of-distribution (OOD) samples w…