ReFINE is a fine-tuned Llama3 reward model that scores radiology reports on multiple criteria through a margin-based loss, showing higher correlation with human ratings than prior metrics.
Kargen: Knowledge-enhanced automated radiology report generation using large language models
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ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation
ReFINE is a fine-tuned Llama3 reward model that scores radiology reports on multiple criteria through a margin-based loss, showing higher correlation with human ratings than prior metrics.