@article{omnieegbenchastandardizedevaluationbench, title = {OmniEEG-Bench: A Standardized Evaluation Benchmark for EEG Foundation Models}, author = {Ziling Lu and Zongsheng Li and Xinke Shen and Kexin Lou and Yingyue Xin and Xiaoqi Chen and Shinan Wang and Xiang Chen and Jiahao Fan and Chenyu Huang and Xin Xu and Zhoujie Hou and Chen Wei and Quanying Liu}, year = {2026}, eprint = {2606.00815}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.00815}, }