AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems. - Yu Shang; Peijie Liu; Yuwei Yan; Zijing Wu; Leheng Sheng; Yuanqing Yu; Chumeng Jiang; An Zhang 014; Fengli Xu; Yu Wang; Min Zhang; Yong Li (CoRR, 2025)