Furthermore, we exploit the BQD to do robustness analysis of the 6 available pretrained state-of-the-art VQA models (<cite>Antol et al. 2015</cite>; Lu et al. 2016; Ben-younes et al. 2017; Fukui et al. 2016; Kim et al. 2017) in the next subsection.