1. A non-transitory program storage device, readable by a processor and comprising instructions stored thereon to cause one or more processors to: identify a plurality of media arrangements, each media arrangement having a predetermined media arrangement score; generate a media score based, at least in part, on one or more properties of media items in a set of media items; compare the media score with the plurality of media arrangement scores to generate comparison scores; identify a media arrangement to display the media items based, at least in part, on the comparison scores; and display the media items using the identified media arrangement.