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2508.05452
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LLMEval-3: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models
7 August 2025
Ming-bo Wen
Yujiong Shen
Jingyi Deng
Yuhui Wang
Yue Zhang
Junzhe Wang
Shichun Liu
Jiajun Sun
Huayu Sha
Qiyuan Peng
C. Jiang
Jingqi Tong
Y. Wu
Zhihao Zhang
Mingqi Wu
Zhiheng Xi
Mingxu Chai
Tao Liang
Zhihui Fei
Zhen Wang
Mingyang Wan
Guojun Ma
Tao Gui
Qi Zhang
Xuanjing Huang
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"LLMEval-3: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models"
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