We compared using the vision system alone to our model, which augments that system with linguistic knowledge.
we consider the Highest Vision Confidence (HVC) model, which takes for each sentence component the word with the highest confidence from the state-of-the-art vision detectors described in Sections 3.2 and 3.3.