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Automated ICD Coding research benchmarks · SOTA2 Research

Automated ICD Coding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MIMIC-IV ICD-10 frequent codes (test)

99.3AUC-ROC (Micro)

5

May 19, 2026

Frequent ICD-10 codes (test)

99.3AUC-ROC (Micro)

5

May 19, 2026

MIMIC-IV ICD-9 (frequent codes) (test)

99.5AUC-ROC (Micro)

2

May 19, 2026

MIMIC-III ICD-9 (frequent codes) (test)

99.2AUC-ROC (Micro)

2

May 19, 2026

Popular datasets

MIMIC ICD codes

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