A comparative analysis of medical AI implementation methods indicates that Prompt Engineering has very low implementation cost but low consistency, RAG has moderate implementation cost and high consistency, Fine-Tuning has high implementation cost and moderate consistency, and Multi-Agent systems have very high implementation cost and very high consistency.

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 (5)

• RAG concept
• fine-tuning concept
• prompt engineering concept
• multi-agent system concept
• medical artificial intelligence concept