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Diagnosis classification research benchmarks · SOTA2 Research

Diagnosis classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

81.4Accuracy

44

Apr 24, 2026

Bronchitis With diagnosis string gold labels (cross-validation)

74.49Precision

14

Jun 15, 2026

Bronchiolitis With diagnosis string gold labels (cross-validation)

80.3Precision

14

Jun 15, 2026

Bronchitis Without diagnosis string gold labels (cross-validation)

FS-XLM-RoBERTa-TPT

73.33Precision

13

Jun 15, 2026

Bronchiolitis Without diagnosis string gold labels (cross-validation)

78.25Precision (P)

13

Jun 15, 2026

72.47Accuracy

12

Feb 26, 2026

77.3F1

12

Feb 26, 2026

Fair Disease Diagnosis challenge (val)

89.1F1 (Male)

9

Apr 14, 2026

RNA-seq lung cancer dataset (test)

Euclidean Embedding of Data Using Local Distances

71.26Accuracy (ACC)

7

May 20, 2026

0.998Accuracy

7

Mar 24, 2026

83.44Accuracy

7

Mar 24, 2026

MIMIC-IV-ECG Emergency Department

Multimodal Classification

82.6Macro AUROC

3

Feb 26, 2026

Popular datasets

Bronchiolitis Bronchitis MIMIC ABIDE Derm7pt

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