The SoccerNet dataset provides a wide variety of tasks related to soccer analysis. Whether you are more interested in low-level semantics such as player localization or high-level understanding of the game, you will find a task that suits you. We also provide ready-to-use benchmark codes for each of these tasks and an updated leaderboard with the published work and the challenge results.