ResearchTasksRelationship ExtractionRelationship ExtractionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSemEval Task 8 2010 (test)Indicator-aware BERT90.36F1 Score24Feb 26, 2026RFUND Multilingual (test)PEneo-LayoutLMv385.05ZH Score7Feb 26, 2026RadGraph (CheXpert)RadLing-MLM0.94Macro F15Feb 26, 2026RadGraph (MIMIC)RadLing-MLM98Macro F15Feb 26, 2026Human smuggling court documents (test)FineREX53.43Precision3Jun 19, 2026