ResearchBenchmarksContextual Question Answering on PISTOL (A_B)Follow97.6ROUGE-LNPO66.474.582.690.7Oct 20, 2025Evaluation ResultsMethodMethodLinksROUGE-LLLM Judge ScoreNPOVariant=Context-awareVariant=Context-aware2025.1097.6100RMUVariant=Context-awareVariant=Context-aware2025.1097100UNDIALVariant=Context-awareVariant=Context-aware2025.1096.5100NPOVariant=VanillaVariant=Vanilla2025.1087.865RMUVariant=VanillaVariant=Vanilla2025.1078.425UNDIALVariant=VanillaVariant=Vanilla2025.1067.695