1. A method for presenting video search results, including one or more videos, comprising the following steps: a) receiving a set of video search results for the one or more videos, wherein the video search results comprise one or more stories for each of the one or more videos; b) selecting from each story a set of shots; c) selecting from each shot one or more representative keyframes, wherein an area of each keyframe in the collage indicates a relevance of the video search results to the shot selection, wherein the relevance is determined by a combination of a search retrieval score of the shot and a search retrieval score of the story comprising the shot; and d) creating for each story a collage comprising the keyframes, wherein the collage can be used to present the video search results.