SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code. - Xinghang Li; Jingzhe Ding; Chao Peng; Bing Zhao; Xiang Gao; Hongwan Gao; Xinchen Gu (CoRR, 2025)

SciDA: Scientific Dynamic Assessor of LLMs. - Junting Zhou; Tingjia Miao; Yiyan Liao; Qichao Wang; Zhoufutu Wen; Yanqin Wang; Yunjie Huang; Ge Yan; Leqi Wang; Yucheng Xia; Hongwan Gao; Yuansong Zeng; et al. (CoRR, 2025)