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Mengyue Wu

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Open access Jul 2026

PsyEval: a comprehensive large language model evaluation benchmark for mental health.

This work introduces PsyEval, a benchmark specifically designed to evaluate LLMs in mental health-related tasks across three core dimensions: knowledge, diagnosis, and emotional support, and reveals considerable gaps in LLMs' current ability to reason accurately and respond appropriately in mental health contexts.

Haoan Jin, Siyuan Chen, Dilawaier Dilixiati et al. · 0 citations