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2506.04078
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LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation
4 June 2025
Ming-bo Wen
Yujiong Shen
Zelin Li
Huayu Sha
Binze Hu
Yuhui Wang
Chenhao Huang
Shichun Liu
Jingqi Tong
Changhao Jiang
Mingxu Chai
Zhiheng Xi
Jiajun Sun
Tao Gui
Tao Gui
Qi Zhang
LM&MA
ELM
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Papers citing
"LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation"
3 / 3 papers shown
Title
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
Yang Zhou
Sunzhu Li
Shunyu Liu
Wenkai Fang
Jiale Zhao
...
Hengtong Lu
Wei Chen
Yan Xie
Mingli Song
Weilong Dai
LRM
132
5
0
23 Aug 2025
Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models
Zizhan Ma
Wenxuan Wang
G. Yu
Yiu-Fai Cheung
Meidan Ding
J. Tang
Wenting Chen
LinLin Shen
LM&MA
ELM
AI4MH
118
2
0
06 Aug 2025
From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes
Karen Zhou
John Michael Giorgi
P. Mani
Peng Xu
Davis Liang
Chenhao Tan
95
0
0
23 Jul 2025
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