The testing dataset directory structure is as follows: : This folder contains the 4 testing movies in mp4 files : This folder contains 1 CSV file for each movie scene segmentation boundaries as follows: The start and end times for each scene per line, separated by a comma: , : This folder contains the segmented movie scenes as webm files (based on the CSV file scene segments). Each scene file is named as -.webm : This file contains the used vocabulary (ontology) in the training scene annotations (json graph files) and also for testing queries. Specifically, it has a set of - Emotional states [used by annotators to describe unneutral actors' emotions when observed) - Interactions [used by annotators to describe the interaction type that may have happened between at least any two actors in a scene] - Relationships [used by annotators to establish a relationship between any two actors when it became apparent to them] - Sentiments [used by annotators to assign at least one sentiment to each scene] - Locations [used by annotators to describe the location type where the scene happened] NOTES: 1- The movie scenes will form the basis for scene-level queries. 2- The official testing queries will include image snapshot of key characters and locations where queries may reference. NOTE: These movies are to the best of our knowledge Creative Commons licensed. Links to license details on free YouTube hosting: https://www.youtube.com/watch?v=TH-ep4nCNWw - "Casino Jack" aka "Bagman" https://www.youtube.com/watch?v=j5JQ1iaq6rE - "Road to Bali" https://www.youtube.com/watch?v=KunQC6a6fPU - "The Illusionist" https://www.youtube.com/watch?v=D3LBZLA0V3k - "Manos: The Hands of Fate"