ResearchBenchmarksScientific Information Extraction on YSHEAY fullScientific Information Extraction on YSHEAY fullFollow4.47PrecisionSCILIRE-0.17881.02812.2353.4419Mar 13, 2026Evaluation resultsMethodMethodLinksPrecisionRecallF1 ScoreChrFSCILIREprotocol=ICL (Dynamic)...protocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.034.4735.367.9313.28SCILIREprotocol=Zero-shot, ba...protocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.032.9429.515.3412.32SciSpaceprotocol=Zero-shotprotocol=Zero-shot2026.030003.73SciSpaceprotocol=ICL (Static)protocol=ICL (Static)2026.030005