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Caption ranking

Caption ranking is an interesting way of selecting a caption from a set of captions. First, the images are ranked according to their features and corresponding captions are picked, as shown in this screenshot:

Source: http://papers.nips.cc/paper/4470-im2text-describing-images-using-1-million-captioned-photographs.pdf

The top images can be re-ranked using a different set of attributes. By getting more images, the quality can improve a lot as shown in the following screenshot:

Source: http://papers.nips.cc/paper/4470-im2text-describing-images-using-1-million-captioned-photographs.pdf ...

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