ResearchBenchmarksTheme Label Quality on Insurance Out-of-domainFollow41.8ROUGE-1CATCH11.1219.08527.0535.015Dec 25, 2025Evaluation ResultsMethodMethodLinksROUGE-1ROUGE-2ROUGE-LCosine SimilarityLLM ScoreCATCH2025.1241.816.141.857100GRM2025.1227.18.426.257.596.5GSP2025.1220.88.320.744.687.2GRand2025.1212.3012.347.886.6