ResearchTasksTemporal Relation ClassificationTemporal Relation ClassificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedTB-DENSEUnified-Framework68.1F-score25Feb 26, 2026TimeBankNT (test)Human performance73Accuracy6Apr 15, 2026TempEval-3 (Platinum)SP+ILP69.1Precision5Feb 26, 2026MATRES Contrast set (test)Syntax-guided Graph Transformer64.8Accuracy2Feb 26, 2026MATRES Original 100-sample (test)Syntax-guided Graph Transformer77Accuracy2Feb 26, 2026