A five-agent retrieval-augmented pipeline for radiology report generation outperforms a single LLaVA-Med baseline on IU X-ray, but the comparison is limited to one weak baseline with no ablations and no statistical tests.
What makes multi- modal learning better than single (provably).Advances in Neural Information Processing Systems, 34:10944– 10956, 2021
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A Multimodal Multi-Agent Framework for Radiology Report Generation
A five-agent retrieval-augmented pipeline for radiology report generation outperforms a single LLaVA-Med baseline on IU X-ray, but the comparison is limited to one weak baseline with no ablations and no statistical tests.