ResearchBenchmarksScientific Information Extraction on PPE (full)Scientific Information Extraction on PPE (full)Follow53.91PrecisionSCILIRE-2.156412.399326.95541.5107Mar 13, 2026Evaluation resultsMethodMethodLinksPrecisionRecallF1 ScoreChrF ScoreSCILIREprotocol=ICL (Dynamic)...protocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.0353.9180.5764.613.81SCILIREprotocol=Zero-shot, ba...protocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.0341.6568.0551.6711.62SciSpaceprotocol=Zero-shotprotocol=Zero-shot2026.032.140.881.251.13SciSpaceprotocol=ICL (Static)protocol=ICL (Static)2026.030001.12