ResearchTasksText-to-UMLSText-to-UMLSFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedTayside Brain Imaging (NHS Tayside) n=79+/283 (External val)SemEHR + WS (+ tuning F1)75.3Precision7Feb 26, 2026MIMIC-III Radiology n=53+/198 (External val)SemEHR + SS (transfer)89.4Precision7Feb 26, 2026
Tayside Brain Imaging (NHS Tayside) n=79+/283 (External val)SemEHR + WS (+ tuning F1)75.3Precision7Feb 26, 2026