mlsanityData to 7 Oct 2026

SoccerNet 2024 Challenges Results

arXiv 2409.10587 ↗First posted 16 Sep 2024cs.CVcited by 8

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Abstract (arXiv)

The SoccerNet 2024 challenges represent the fourth annual video understanding challenges organized by the SoccerNet team. These challenges aim to advance research across multiple themes in football, including broadcast video understanding, field understanding, and player understanding. This year, the challenges encompass four vision-based tasks. (1) Ball Action Spotting, focusing on precisely localizing when and which soccer actions related to the ball occur, (2) Dense Video Captioning, focusing on describing the broadcast with natural language and anchored timestamps, (3) Multi-View Foul Recognition, a novel task focusing on analyzing multiple viewpoints of a potential foul incident to classify whether a foul occurred and assess its severity, (4) Game State Reconstruction, another novel task focusing on reconstructing the game state from broadcast videos onto a 2D top-view map of the field. Detailed information about the tasks, challenges, and leaderboards can be found at https://www.soccer-net.org, with baselines and development kits available at https://github.com/SoccerNet.

Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). Builds on 20 of its 25 references that are in the map. First posted on arXiv 16 Sep 2024.

Builds on

20 of 25 references.

References · 20

  1. 2023BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Modelscited by 6,069
  2. 2023MVBench: A Comprehensive Multi-modal Video Understanding Benchmarkcited by 1,086
  3. 2017Dense-Captioning Events in Videoscited by 789
  4. 2021MViTv2: Improved Multiscale Vision Transformers for Classification and Detectioncited by 516
  5. 2023Unmasked Teacher: Towards Training-Efficient Video Foundation Modelscited by 199
  6. 2018SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videoscited by 148
  7. 2020SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videoscited by 129
  8. 2022SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videoscited by 80
  9. 2023SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentariescited by 57
  10. 2023VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Viewscited by 38
  11. 2024SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimapcited by 34
  12. 2022SoccerNet 2022 Challenges Resultscited by 28
8 more
  1. 2022Temporally Precise Action Spotting in Soccer Videos Using Dense Detection Anchorscited by 27
  2. 2024X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Modelcited by 22
  3. 2024T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videoscited by 21
  4. 2024ASTRA: An Action Spotting TRAnsformer for Soccer Videoscited by 16
  5. 2022Gate-Shift-Fuse for Video Action Recognitioncited by 15
  6. 2024PnLCalib: Sports Field Registration via Points and Lines Optimizationcited by 14
  7. 2024Towards AI-Powered Video Assistant Referee System (VARS) for Association Footballcited by 8
  8. 2023Temporally-Adaptive Models for Efficient Video Understandingcited by 6

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 1; 2025: 5; 2026: 2.

8 papers.