A new benchmark called PsychiatryBench has been introduced for large language models (LLMs) in the field of psychiatry. This benchmark is a multi-task assessment that compares the performance of LLMs to that of practicing clinicians on psychopathological assessment tasks. The introduction of PsychiatryBench is intended to evaluate the capabilities of LLMs in psychiatry.