@article{marsbenchamultiturnathleticrealworld, title = {MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation}, author = {Chenghao Yang and Yinbo Luo and Zhoufutu Wen and Qi Chu and Tao Gong and Longxiang Liu and Kaiyuan Zhang and Jianpeng Jiao and Ge Zhang and Wenhao Huang and Nenghai Yu}, year = {2025}, eprint = {2505.23810}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.23810v1}, }