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Wen-Pu Liu

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#artificial intelligence Preprint Aug 2026

ScienceArena: Benchmarking LLMs on Latest Scientific Olympiad Competitions

Benchmark saturation and data contamination increasingly obscure genuine scientific reasoning in frontier LLMs. We introduce \textsc{ScienceArena}, an olympiad-style benchmark from thirteen public science competitions in physics, chemistry, and biology, including IPhO and IChO 2025--2026, IBO 2023, USAPhO 2026, and USN...

Guangxiang Zhao, Qi-Long Shi, Xusen Xiao et al. · 0 citations

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