This accuracy corresponds to a gain of +5.94 percentage points over the current state-of-the-art UpDn + Q-Adv + DoE. It also corresponds to a gain of +15.88 over GVQA<cite> [10]</cite> , which is a specific architecture designed for VQA-CP.