However, words in the original caption of the query image (and its compressed caption) do not overlap exactly with words in the retrieved captions, even when they are semantically very close, which makes it hard to see improvements even when the captions of the new corpus are more general and transferable over other images.
we also report scores based on semantic matching, which gives partial credits to word pairs based on their lexical similarity.