VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation
Table 4: Comparison results of segmentation mask resolutions for supervised attention in VQA.
['Method', 'Y/N', 'Num.', 'Others', 'All']
We can observe that higher resolution leads to better VQA results. In some spirit, this implies the necessity of the accurate segmentation annotations for the supervised attention in VQA.