In order to display a set of media items in a visually pleasing manner, the relationship between the set of media items and a plurality of predefined media arrangements may be determined. A score corresponding to the set of media items may be compared to a score corresponding to each of the predefined media arrangements. The media item score and the media arrangement scores may be based on properties of the media items and properties of the media arrangements, respectively. The media arrangement that is most closely related to the set of media items may be identified based on the score comparison and the media items may be displayed in the identified media arrangement.