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Papers Benchmarks Datasets Tasks

Diagnostic Classification research benchmarks – Page 2 · SOTA2 Research

Diagnostic Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ASL CBF Maps HOA vs SVD

73.33AUC

5

Mar 6, 2026

ASL CBF Maps CU Aβ- vs CI Aβ+

78.93AUC

5

Mar 6, 2026

54.6F1 Score

4

Feb 26, 2026

72.5Diagnostic Accuracy

3

Feb 26, 2026

98.7AUC

3

Feb 26, 2026

Internal Study Dataset Image-level

95.2Sensitivity

2

Mar 20, 2026

73.2AUC

2

Mar 9, 2026

74.5AUC

2

Mar 9, 2026

PI-CAI study cohort

0.89AUC

1

Mar 20, 2026

Lee et al. study cohort

96Sensitivity

1

Mar 20, 2026

Hamm study cohort

93Sensitivity

1

Mar 20, 2026

Schelb et al. study cohort

92Sensitivity

1

Mar 20, 2026

ADNI Ternary (test)

—

—Primary metric

0

Feb 26, 2026

ADNI Binary (test)

—

—Primary metric

0

Feb 26, 2026

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Popular datasets

ADHD-200 ASL CBF Maps CAMELYON ADNI BRACS

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