@article{optbenchevaluatingllmagentonlargescale, title = {OPT-BENCH: Evaluating LLM Agent on Large-Scale Search Spaces Optimization Problems}, author = {Xiaozhe Li and Jixuan Chen and Xinyu Fang and Shengyuan Ding and Haodong Duan and Qingwen Liu and Kai Chen}, year = {2025}, eprint = {2506.10764}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.10764v1}, }