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20232026
most citedX-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Model

28 citations · 53 across the 20 of their papers we have counts for

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5 papers · 1 filter

cs.CV2026

SoccerNet-FoulRet: Retrieving Semantically Similar Soccer Foul Videos

Jacobus Arthur, Ahmad Sait, Batool Hani +6

Refereeing decisions in professional soccer remain inconsistent because referees cannot easily compare a contentious foul against similar past cases. We cast this as a retrieval pr…

cs.CV2026

SoccerNet 2026 Challenges Results

Anthony Cioppa, Silvio Giancola, Håkan Ardö +102

The SoccerNet 2026 Challenges constitute the sixth annual edition of the SoccerNet open benchmarking effort, dedicated to advancing computer vision research in sports video underst…

cs.CV2026

GoTTA be Diverse: Rethinking Memory Policies for Test-Time Adaptation

Shyma Alhuwaider, Yasmeen Alsaedy, Merey Ramazanova +2

Test-time adaptation (TTA) enables a pre-trained model to adapt online to an unlabeled test stream under distribution shift. While most TTA research focuses on the adaptation objec…

cs.CV2026

SoccerLens: Grounded Soccer Video Understanding Beyond Accuracy

Ismael Elsharkawi, Ahmed Sait, Silvio Giancola +3

Vision-language models (VLMs) have recently shown strong potential in soccer video understanding. However, given the high complexity of soccer videos due to large viewpoint variati…

cs.CV2026

Towards Athlete Fatigue Assessment from Association Football Videos

Xavier Bou, Nathan Correger, Alexandre Cloots +7

Fatigue monitoring is central in association football due to its links with injury risk and tactical performance. However, objective fatigue-related indicators are commonly derived…