Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models. - Zizhan Ma; Wenxuan Wang 001; Guo Yu; Yiu-Fai Cheung; Meidan Ding; Jie Liu 044; Wenting Chen; Linlin Shen (CoRR, 2025)