Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models

Wenxuan Wang 0001, Zizhan Ma, Guo Yu, Yiu-Fai Cheung, Meidan Ding, Jie Liu 0044, Wenting Chen, LinLin Shen. Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 43078-43123, Association for Computational Linguistics, 2026. [doi]

Abstract

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