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Text-to-UMLS research benchmarks · SOTA2 Research

Text-to-UMLS

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tayside Brain Imaging (NHS Tayside) n=79+/283 (External val)

SemEHR + WS (+ tuning F1)

75.3Precision

7

Feb 26, 2026

MIMIC-III Radiology n=53+/198 (External val)

SemEHR + SS (transfer)

89.4Precision

7

Feb 26, 2026

Popular datasets

MIMIC-III Tayside Brain Imaging

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