LingxiDiag-16K: Multi-Agent Benchmark for Chinese Psychiatric LLM Evaluation

LingxiDiagBench introduces a 16,000-dialogue synthetic dataset of EMR-aligned Chinese psychiatric consultations, evaluating LLMs on both static diagnostic inference and dynamic multi-turn consultation. The benchmark addresses the gap in clinician-verified, demographically representative psychiatric AI evaluation data.