ResearchBenchmarksScientific Information Extraction on CCRMG (full)Scientific Information Extraction on CCRMG (full)Follow1.53PrecisionSCILIRE-0.06120.35190.7651.1781Mar 13, 2026Evaluation resultsMethodMethodLinksPrecisionRecallF1 ScoreChrFSCILIREprotocol=ICL (Dynamic)...protocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.031.5325.22.8912.48SCILIREprotocol=Zero-shot, ba...protocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.030.9618.71.8211.64SciSpaceprotocol=Zero-shotprotocol=Zero-shot2026.030003.33SciSpaceprotocol=ICL (Static)protocol=ICL (Static)2026.030003.21