Table 1 Evaluation of the state of the art model

Table 2: The accuracy on the VQA v2.0 test set. We thank all the reviewers for the helpful comments. Q1: How the paper's contribution relates to the current SOT A? SGAE is a rather complicated scene-graph based method specific to image captioning. The results with current SOT A + MIA will be stated more clearly in the paper. Q2: How to use MIA on the baseline systems (i.e., how is MIA applied to image captioning For the settings, we have listed them in the supplementary materials.