ResearchBenchmarksNarrative Summary Generation on Clinical Narratives Summary-level (test)Narrative Summary Generation on Clinical Narratives Summary-level (test)Follow40.9ROUGE-LLENS14.06821.0342834.966Dec 28, 2025Evaluation resultsMethodMethodLinksROUGE-LBERTScoreCoveragePresence AlignmentLENSevaluation_level=summa...evaluation_level=summary-level, parameters=14B, prompting=zero-shot2025.1240.977.580.160.1TS-Imageevaluation_level=summa...evaluation_level=summary-level, parameters=32B, prompting=few-shot2025.1237.376.47457.9TS-Textevaluation_level=summa...evaluation_level=summary-level, parameters=14B, prompting=few-shot2025.1215.16361.437.2