For such images, objects that are unrelated to the target action form an effective context, which allows this image to be placed at the top of the ranking.
the approach we adopted in this paper is to compare Visual Dependency Representations of images by decomposing the structure into a set of labelled and a unlabelled parent-child subtrees in a depth-first traversal of the VDR.