The evaluation framework for medical consultation competence in LLMs combines synthetic case generation, structured clinical key-point annotation, a reproducible patient agent, and a calibrated LLM-as-judge evaluation pipeline.

Authors

• Person: Not available Organization: arXiv
  A Comprehensive Benchmark and Evaluation Framework for Multi ...

Sources

• A Comprehensive Benchmark and Evaluation Framework for Multi ... arxiv.org arXiv via serper

Referenced by nodes (3)

• Large Language Models concept
• LLM-as-a-judge concept
• Patient Agent concept