Note that when the query is an image, the relevance of the images returned is extremely subjective. It is for this reason, that instead of returning a set of images relevant to the query, most of the systems for searching images return a list of images, sorted by decreasing relevance compared to the query.The precision and recall are often calculated on a certain set of k first images returned. k is called the scope.
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