ResearchBenchmarksScientific Information Extraction on MRL (full)Follow4.25PrecisionSCILIRE1.69162.35583.023.6842Mar 13, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreChrFSCILIREprotocol=ICL (Dynamic)...protocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.034.251.431.822.01SCILIREprotocol=Zero-shot, ba...protocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.033.541.21.81.12SciSpaceprotocol=Zero-shotprotocol=Zero-shot2026.0320.20.370.24SciSpaceprotocol=ICL (Static)protocol=ICL (Static)2026.031.790.180.330.3