(*) indicates our reproduction of the model described in <cite>[5]</cite> Error Analysis: To better understand the shortcomings and limitations, we perform an error analysis of the one of the runs of the BoW model on different question types: Here, the color category Preposition Location Color 9.09 51.72 53.31 Table 2 : Accuracy of the BoW model on different question types subsumes color and color_room both.