ResearchBenchmarksScientific Information Extraction on SuperMat (full)Scientific Information Extraction on SuperMat (full)Follow34.63Precision (P)SCILIRE-1.38527.964917.31526.6651Mar 13, 2026Evaluation resultsMethodMethodLinksPrecision (P)Recall (R)F1 ScoreChrFSCILIREprotocol=ICL (Dynamic)...protocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.0334.6311.3917.1411.06SciSpaceprotocol=Zero-shotprotocol=Zero-shot2026.0323.772.594.683.13SCILIREprotocol=Zero-shot, ba...protocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.0311.483.765.669.3SciSpaceprotocol=ICL (Static)protocol=ICL (Static)2026.030003.41