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Preprint Aug 2026

BALMS: Benchmarking Agentic LLMs for Longitudinal Mental Health Sensing

BALMS is the first systematic benchmark of LLM-based agentic systems for longitudinal mental health sensing and highlights the need for longitudinal mental health agents that selectively retrieve history, ground temporal evidence, and reason over interpretable behavioral features.

Y. Wu, Arvind Pillai, Yu-Liang Chen et al. · 0 citations

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