@article{swecompasstowardsunifiedevaluationofagen, title = {SWE-Compass: Towards Unified Evaluation of Agentic Coding Abilities for Large Language Models}, author = {Jingxuan Xu and Ken Deng and Weihao Li and Songwei Yu and Huaixi Tang and Haoyang Huang and Zhiyi Lai and Zizheng Zhan and Yanan Wu and Chenchen Zhang and Kepeng Lei and Yifan Yao and Xinping Lei and Wenqiang Zhu and Zongxian Feng and Han Li and Junqi Xiong and Dailin Li and Zuchen Gao and Kun Wu and Wen Xiang and Ziqi Zhan and Yuanxing Zhang and Wuxuan Gong and Ziyuan Gao and Guanxiang Wang and Yirong Xue and Mengtong Li and Mengfei Xie and Xiaojiang Zhang and Jinghui Wang and Wenhao Zhuang and Zheng Lin and Huiming Wang and Zhaoxiang Zhang and Yuqun Zhang and Haotian Zhang and Bin Chen and Jiaheng Liu}, year = {2025}, eprint = {2511.05459}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.05459}, }