Before revision:  We then construct an augmentation of the VQA dataset  with questions containing logical operations and retrain the same models to establish a baseline.
After revision:  We then construct an augmentation of the VQA dataset as a benchmark, with questions containing logical operations and retrain the same models to establish a baseline.