@article{audiomarathonacomprehensivebenchmarkforl, title = {AudioMarathon: A Comprehensive Benchmark for Long-Context Audio Understanding and Efficiency in Audio LLMs}, author = {Peize He and Zichen Wen and Yubo Wang and Yuxuan Wang and Xiaoqian Liu and Jiajie Huang and Zehui Lei and Zhuangcheng Gu and Xiangqi Jin and Jiabing Yang and Kai Li and Zhifei Liu and Weijia Li and Cunxiang Wang and Conghui He and Linfeng Zhang}, year = {2025}, eprint = {2510.07293}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.07293}, }