ResearchBenchmarksScientific Information Extraction on OPE (full)Scientific Information Extraction on OPE (full)Follow30.77PrecisionSciSpace15.440419.420223.427.3798Mar 13, 2026Evaluation resultsMethodMethodLinksPrecisionRecallF1 ScoreChrFSciSpaceprotocol=ICL (Static)protocol=ICL (Static)2026.0330.7712.5517.830.91SciSpaceprotocol=Zero-shotprotocol=Zero-shot2026.0327.6711.2916.030.71SCILIREprotocol=Zero-shot, ba...protocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.0316.3335.3422.335.78SCILIREprotocol=ICL (Dynamic)...protocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.0316.0335.6522.125.88