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Brain Disorder Classification research benchmarks · SOTA2 Research

Brain Disorder Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98.6Accuracy

43

Apr 21, 2026

ADNI (Five-fold cross-validation)

93.2Accuracy

38

Jun 4, 2026

87.67Accuracy

25

Jun 4, 2026

UCLA (Tenfold cross-validation)

83.36Accuracy

21

Apr 21, 2026

73.67Accuracy

18

Feb 26, 2026

ABIDE-120 Five-fold (cross-val)

66.92Accuracy

18

Feb 26, 2026

TaoWu Five-fold (cross-val)

86.5Accuracy

18

Feb 26, 2026

ABIDE-300 (Five-fold cross-val)

69.47Accuracy

18

Feb 26, 2026

ABIDE-240 (Five-fold cross-validation)

71.33Accuracy

18

Feb 26, 2026

ABIDE 180 (Five-fold cross-validation)

63.99Accuracy

18

Feb 26, 2026

ADNI Tenfold cross-validation

73.23Accuracy

18

Feb 26, 2026

EOEC (Tenfold cross-validation)

82.87Accuracy

9

Feb 26, 2026

Popular datasets

ABIDE ADNI UCLA EOEC PPMI

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