ResearchTasksTemporal relation extractionTemporal relation extractionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedREDECONET43.8F1 Score8Feb 26, 2026TDDManCPTRE56.8F1 Score7Mar 25, 2026TDDAutoCPTRE80.7F1 Score7Mar 25, 2026MAVEN-ERE (val)RoBERTa49.91F1 Score6Feb 26, 2026ONTOEVENT-DOC (test)SPEECH65.69F1 Score4Feb 26, 2026