SoccerNet 2025 挑战结果
计算机视觉与模式识别
2025-08-27 v1
摘要
SoccerNet 2025 挑战标志着 SoccerNet 开放基准工作的第五个年度版本，致力于推动足球视频理解的计算机视觉研究。今年的挑战涵盖四个基于视觉的任务：(1) 球队球动作检测，聚焦于检测足球播出中的球-related actions 并将动作分配给球队；(2) 单目深度估计，旨在从单摄像头播出片段中恢复场景几何，通过为每个像素进行相对深度估计；(3) 多视角犯规识别，要求分析多个同步摄像头视角以对犯规及其严重程度进行分类；(4) 游戏状态重建，旨在从播出视频中定位并识别所有球员，以重建场上 2D 顶视图中的游戏状态。针对所有任务，参赛者获得了大规模标注数据集、统一的评估协议以及强大的基线作为起点。本报告呈现了每个挑战的结果，概述了最佳解决方案，并提供了社区所取得进展的见解。SoccerNet 挑战继续作为计算机视觉、人工智能与体育交叉领域的可重复、开放研究的推动力。关于任务、挑战和排行榜的详细信息可在 https://www.soccer-net.org 查找，基线和开发套件可在 https://github.com/SoccerNet 获取。
引用
@article{arxiv.2508.19182,
title = {SoccerNet 2025 Challenges Results},
author = {Silvio Giancola and Anthony Cioppa and Marc Gutiérrez-Pérez and Jan Held and Carlos Hinojosa and Victor Joos and Arnaud Leduc and Floriane Magera and Karen Sanchez and Vladimir Somers and Artur Xarles and Antonio Agudo and Alexandre Alahi and Olivier Barnich and Albert Clapés and Christophe De Vleeschouwer and Sergio Escalera and Bernard Ghanem and Thomas B. Moeslund and Marc Van Droogenbroeck and Tomoki Abe and Saad Alotaibi and Faisal Altawijri and Steven Araujo and Xiang Bai and Xiaoyang Bi and Jiawang Cao and Vanyi Chao and Kamil Czarnogórski and Fabian Deuser and Mingyang Du and Tianrui Feng and Patrick Frenzel and Mirco Fuchs and Jorge García and Konrad Habel and Takaya Hashiguchi and Sadao Hirose and Xinting Hu and Yewon Hwang and Ririko Inoue and Riku Itsuji and Kazuto Iwai and Hongwei Ji and Yangguang Ji and Licheng Jiao and Yuto Kageyama and Yuta Kamikawa and Yuuki Kanasugi and Hyungjung Kim and Jinwook Kim and Takuya Kurihara and Bozheng Li and Lingling Li and Xian Li and Youxing Lian and Dingkang Liang and Hongkai Lin and Jiadong Lin and Jian Liu and Liang Liu and Shuaikun Liu and Zhaohong Liu and Yi Lu and Federico Méndez and Huadong Ma and Wenping Ma and Jacek Maksymiuk and Henry Mantilla and Ismail Mathkour and Daniel Matthes and Ayaha Motomochi and Amrulloh Robbani Muhammad and Haruto Nakayama and Joohyung Oh and Yin May Oo and Marcelo Ortega and Norbert Oswald and Rintaro Otsubo and Fabian Perez and Mengshi Qi and Cristian Rey and Abel Reyes-Angulo and Oliver Rose and Hoover Rueda-Chacón and Hideo Saito and Jose Sarmiento and Kanta Sawafuji and Atom Scott and Xi Shen and Pragyan Shrestha and Jae-Young Sim and Long Sun and Yuyang Sun and Tomohiro Suzuki and Licheng Tang and Masato Tonouchi and Ikuma Uchida and Henry O. Velesaca and Tiancheng Wang and Rio Watanabe and Jay Wu and Yongliang Wu and Shunzo Yamagishi and Di Yang and Xu Yang and Yuxin Yang and Hao Ye and Xinyu Ye and Calvin Yeung and Xuanlong Yu and Chao Zhang and Dingyuan Zhang and Kexing Zhang and Zhe Zhao and Xin Zhou and Wenbo Zhu and Julian Ziegler},
journal= {arXiv preprint arXiv:2508.19182},
year = {2025}
}