Evaluation of large language models on mental health: from knowledge test to illness diagnosis

Evaluation of large language models on mental health: from knowledge test to illness diagnosis

Large language models (LLMs) have opened up new possibilities in the field of mental health, offering applications in areas such as mental health assessment, psychological counseling, and education. This study systematically evaluates 15 state-of-the-art LLMs, including DeepSeekR1/V3 (March 24, 2025...

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Bibliographic Details
Main Authors: Yijun Xu, Zhaoxi Fang, Weinan Lin, Yue Jiang, Wen Jin, Prasanalakshmi Balaji, Jiangda Wang, Ting Xia
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Psychiatry
Subjects:
large language models
model evaluation
mental health
knowledge test
illness diagnosis
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1646974/full
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