For example, in the VQA dataset (with images from MS COCO) <cite>[2]</cite> , the most common sport answer "tennis" is the correct answer for 41% of the questions starting with "What sport is". Similarly, "white" alone is the correct answer for 23% of the questions starting with "What color are the". Almost half of all questions in the VQA datatset <cite>[2]</cite> can be answered correctly by a neural network that ignores the image completely and uses the question alone, relying on systematic regularities in the kinds of questions that are asked and what answers they tend to have.