SoccerNet 2022 Challenges Results

Abstract

The SoccerNet 2022 challenges were the second annual video understanding challenges organized by the SoccerNet team. In 2022, the challenges were composed of 6 vision-based tasks: (1) action spotting, focusing on retrieving action timestamps in long untrimmed videos, (2) replay grounding, focusing on retrieving the live moment of an action shown in a replay, (3) pitch localization, focusing on detecting line and goal part elements, (4) camera calibration, dedicated to retrieving the intrinsic and extrinsic camera parameters, (5) player re-identification, focusing on retrieving the same players across multiple views, and (6) multiple object tracking, focusing on tracking players and the ball through unedited video streams. Compared to last year's challenges, tasks (1-2) had their evaluation metrics redefined to consider tighter temporal accuracies, and tasks (3-6) were novel, including their underlying data and annotations. More information on the tasks, challenges and leaderboards are available on https://www.soccer-net.org. Baselines and development kits are available on https://github.com/SoccerNet.

arXiv commentAccepted at ACM MMSports 2022

References in corpus (3)

• HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking
• Large Scale Landmark Recognition via Deep Metric Learning
• Monte Carlo Scene Search for 3D Scene Understanding

Cited by in corpus (11)

• Body Part-Based Representation Learning for Occluded Person Re-Identification
• SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries
• VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views
• X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Model
• SoccerNet 2023 Challenges Results
• Keypoint Promptable Re-Identification
• Towards Active Learning for Action Spotting in Association Football Videos
• Multi-task Learning for Joint Re-identification, Team Affiliation, and Role Classification for Sports Visual Tracking
• A Universal Protocol to Benchmark Camera Calibration for Sports
• Enhancing Soccer Camera Calibration Through Keypoint Exploitation
• BroadTrack: Broadcast Camera Tracking for Soccer