ResearchTasksDependency-based Semantic Role LabelingFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedCoNLL Brown 2009 (test)SynG2G-Tr+Gold88.27Precision22Feb 26, 2026CoNLL 2009 (Out-of-domain (Brown))MRC framework for SRL87.2F1 Score17Feb 26, 2026CoNLL In-domain 2009BERT-LSTM-large92.4Precision7Feb 26, 2026