@article{longbenchproamorerealisticandcomprehensi, title = {LongBench Pro: A More Realistic and Comprehensive Bilingual Long-Context Evaluation Benchmark}, author = {Ziyang Chen and Xing Wu and Junlong Jia and Chaochen Gao and Qi Fu and Debing Zhang and Songlin Hu}, year = {2026}, eprint = {2601.02872}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.02872}, }