Cost(Q,G,F) = MX

Todetermine the best threshold, we first determine the value ofT that results inthe best AI-alone accuracy on a small subset of the ImageNet-ReaL (2K images) and CUB (1K images) datasets, and then we evaluate the AI-alone accuracy on the held-out set for each dataset (42K images on ImageNet-ReaLand4KonCUB).