ResearchBenchmarksScientific Information Extraction on SE (full)Follow51.83Precision (P)SCILIRE-2.073211.920925.91539.9091Mar 13, 2026Evaluation ResultsMethodMethodLinksPrecision (P)Recall (R)F1 ScoreChrF ScoreSCILIREprotocol=ICL (Dynamic)...protocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.0351.8342.6246.7812.8SCILIREprotocol=Zero-shot, ba...protocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.0340.533.3836.611.42SciSpaceprotocol=Zero-shotprotocol=Zero-shot2026.030001.71SciSpaceprotocol=ICL (Static)protocol=ICL (Static)2026.030001.71