Video Climax Annotation The annotated videos is a subset of the previous gathered 3,477 videos (http://people.cs.pitt.edu/~kovashka/ads/final_video_id_list.csv). In the annotation file, the first column is the Youtube video id, which could be put into https://www.youtube.com/watch?v=[insert ID here] to retrieve the original video content. The second to the fifth columns are the raw annotations made by the Mturk workers, the integer number denotes the offset of the climax from the start of the video, measured in seconds. If you use our data, please also cite our paper: Keren Ye, Kyle Buettner, Adriana Kovashka, "Story Understanding in Video Advertisements", BMVC 2018