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Papers Benchmarks Datasets Tasks

Disease Diagnosis research benchmarks · SOTA2 Research

Disease Diagnosis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ACL Sprain Diagnosis

Weighted Policy

0.848Balanced Accuracy

42

Feb 26, 2026

Cartilage Thickness Loss (test)

76.06Balanced Accuracy

42

Feb 26, 2026

99.22Accuracy

41

May 19, 2026

99.77F1 Macro

36

Feb 26, 2026

75.37F1-Macro

36

Feb 26, 2026

79.16Accuracy

19

Jun 17, 2026

54.78DD Score

19

Feb 26, 2026

MIMIC-IV 1.0 (test)

72.82Micro Precision

17

Feb 26, 2026

MIMIC-III 1.0 (test)

69.04Micro Precision

17

Feb 26, 2026

OASIS BOLD (test)

89.57Accuracy

16

Feb 26, 2026

OASIS CORR (test)

90.01Accuracy

16

Feb 26, 2026

ADNI BOLD (test)

84.33Accuracy

16

Feb 26, 2026

ADNI CORR (test)

85.56Accuracy

16

Feb 26, 2026

41.2AUPRC

15

Apr 29, 2026

Average across datasets

89.11AUC

15

Feb 26, 2026

MIMIC-IV-Ext Cardiac Disease (test)

75.04Primary Diagnosis Accuracy

14

Apr 28, 2026

ChestX-ray14 (test)

neutralized-CNN (Reported from Hu et al.)

0.776Worst-case AUC

14

Feb 26, 2026

77.88Class Accuracy

10

Jun 2, 2026

81.93Class Accuracy

10

Jun 2, 2026

65.45Accuracy

8

Jun 11, 2026

Disease Diagnosis (10-fold cross-validation)

67CG Accuracy

8

Jun 5, 2026

symptom to diagnosis

44.8Top-1 Accuracy

8

May 26, 2026

58.2F1 Score

7

Feb 27, 2026

37.18Win Rate

5

Feb 26, 2026

Popular datasets

ADNI MIMIC MIMIC-III OASIS ChestX-ray

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