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ICD Coding research benchmarks · SOTA2 Research

ICD Coding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MIMIC-III 50 labels (test)

64.1F1 Micro

90

Jun 15, 2026

MIMIC-III full (test)

62.3F1 Micro

30

Jun 16, 2026

MIMIC-III (full)

58.4Micro Recall

20

Jun 15, 2026

57Micro Recall

20

Jun 15, 2026

MIMIC-III Full v1.4 (test)

0.123Macro F1

10

Feb 26, 2026

MIMIC-II full (test)

49.1Micro F1

10

Feb 26, 2026

MIMIC-IV (test)

71.2Macro F1 (Ours)

6

May 12, 2026

Popular datasets

MIMIC-III MIMIC MIMIC-II

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