ResearchBenchmarksScientific Information Extraction on AE (full)Follow17.25PrecisionSCILIRE-0.693.96758.62513.2825Mar 13, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreChrFSCILIREprotocol=Zero-shot, ba...protocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.0317.2513.5315.175.12SCILIREprotocol=ICL (Dynamic)...protocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.0313.5610.0311.539.34SciSpaceprotocol=Zero-shotprotocol=Zero-shot2026.030003.48SciSpaceprotocol=ICL (Static)protocol=ICL (Static)2026.030003.46