Unmasking Reasoning Processes: A Process-aware Benchmark for Evaluating Structural Mathematical Reasoning in LLMs. - Xiang Zheng; Weiqi Zhai; Wei Wang; Boyu Yang; Wenbo Li; Ruixiang Luo; Haoxiang Sun; Yucheng Wang; Zhengze Li; Meng Wang; Yuetian Du; Guojie Lin; et al. (CoRR, 2026)

HLE-Verified: A Systematic Verification and Structured Revision of Humanity's Last Exam. - Weiqi Zhai; Zhihai Wang; Jinghang Wang; Boyu Yang; Xiaogang Li; Xander Xu; Bohan Wang; Peng Wang; Xingzhe Wu; Anfeng Li; Qiyuan Feng; Yuhao Zhou; et al. (CoRR, 2026)