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2512.19007 2025-12-23 cs.LG cs.AI

The 6th International Verification of Neural Networks Competition (VNN-COMP 2025): Summary and Results

第六届神经网络验证竞赛(VNN-COMP 2025):总结与结果

Konstantin Kaulen, Tobias Ladner, Stanley Bak, Christopher Brix, Hai Duong, Thomas Flinkow, Taylor T. Johnson, Lukas Koller, Edoardo Manino, ThanhVu H Nguyen, Haoze Wu

机构 * RWTH Aachen University(亚琛工业大学) Technical University of Munich(慕尼黑技术大学) Stony Brook University(石溪大学) George Mason University(乔治·梅奥大学) Maynooth University(梅诺特大学) Vanderbilt University(范德比尔特大学) University of Manchester(曼彻斯特大学) Amherst College(阿默斯特学院) VMware Research by Broadcom(Broadcom VMware 研究)

AI总结 VNN-COMP 2025通过标准化格式和公平评估,促进神经网络验证工具的比较与标准化。

Comments Report on the results of VNN-COMP 2025. arXiv admin note: substantial text overlap with arXiv:2412.19985, arXiv:2312.16760, arXiv:2212.10376

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