The dataset was introduced by Silvio Giancola et al. at the CVPR 2018 Workshop on Computer Vision in Sports. It was designed to solve the problem of —temporally localizing sparse events like goals or cards within long video broadcasts.

A Scalable Dataset for Action Spotting in Soccer Videos - arXiv

Since the original v1 release, the dataset has expanded significantly into newer versions: