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Papers Benchmarks Datasets Tasks

Diagnosis prediction research benchmarks · SOTA2 Research

Diagnosis prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Held-out (test)

0.932Median AUROC

66

Jun 9, 2026

eICU spatial domain shift, Midwest as target (test)

69.72Weighted F1

21

Feb 26, 2026

OCHIN temporal domain shift 2012-2023 (test)

76.14w-F1

13

Feb 26, 2026

95.94Recall@1

11

Feb 27, 2026

TriNetX-Circulatory Multi-turn Dialogue

0.711Recall@5

11

Feb 27, 2026

TriNetX-Respiratory Multi-turn Dialogue

70.89Recall@5

11

Feb 27, 2026

TriNetX-Metabolic Multi-turn Dialogue

70.22Recall@5

11

Feb 27, 2026

OCHIN spatial gap

76.9w-F1

9

Feb 26, 2026

MIMIC-IV (target)

28.12w-F1

8

Feb 26, 2026

MIMIC-III (target)

26.97w-F1

8

Feb 26, 2026

Clinical Mosaic (Projection)

0.425MAR@20

7

Mar 26, 2026

de-identified EHR corpus (test)

53.8Macro F1

5

May 12, 2026

82.31AUROC

4

Feb 26, 2026

TriNetX-Circulatory constructed (test)

—

—Recall@5

0

Feb 26, 2026

TriNetX-Respiratory Multi-turn Dialogue constructed (test)

—

—Recall@5

0

Feb 26, 2026

TriNetX-Metabolic Multi-turn Dialogue constructed (test)

—

—Recall@5

0

Feb 26, 2026

—

—Recall@1

0

Feb 26, 2026

Popular datasets

MIMIC NHANES TriNetX-Metabolic TriNetX-Respiratory OCHIN

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