ResearchBenchmarksScience News Generation on KnowledgeGain evaluation setFollow0.424Pre-test ScoreOurs0.409440.413220.4170.42078May 29, 2026Evaluation ResultsMethodMethodLinksPre-test ScorePost-test ScoreKnowledge Gain ScoreHuman Gain ScoreSimulated Gain ScoreOurs2026.050.4240.8810.4570.7770.378Agentic2026.050.410.8550.4460.7190.33