Thematic analyses showed that research fronts have expanded beyond depression and anxiety to include neurocognitive impairment, neuroinflammatory mechanisms, and the psychosocial consequences of prolonged disability, highlighting the importance of highly influential institutional research hubs.
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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