These numbers, however, do not show to which extent the models are able to avoid the trap of the dataset:<cite> Shekhar et al. (2017)</cite> showed that on the FOIL data, models tend to detect correct captions with reasonable accuracy but fail to identify the incorrect ones, leading to a large bias in classification.