Before revision:  On evaluating our dataset with various competitive state-of-the-art models, we find there is a significant gap between the best model and human performance on a number of evaluation metrics .
After revision:  After presenting multiple competitive baseline models, we find there is a significant gap between the best model and human performance on a number of evaluation metrics .