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Text-to-UMLS linking research benchmarks · SOTA2 Research

Text-to-UMLS linking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MIMIC-III unseen in WS n=174 (test)

94.1Precision

8

Feb 26, 2026

MIMIC-III discharge summaries (test seen in WS)

87.7Precision

4

Feb 26, 2026

MIMIC-III discharge summaries (test)

88.4Precision

4

Feb 26, 2026

MIMIC-III n=673 (test)

80.4Precision

4

Feb 26, 2026

MIMIC-III n=400 (val)

90.1Precision

4

Feb 26, 2026

MIMIC-III discharge summaries (val)

0.92Precision

3

Feb 26, 2026

MIMIC-III seen in WS n=499 (test)

83.3Precision

3

Feb 26, 2026

Popular datasets

MIMIC MIMIC-III

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