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MDD diagnosis research benchmarks · SOTA2 Research

MDD diagnosis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

REST-meta-MDD site 20 (test)

69.25Accuracy

30

May 26, 2026

Private cohort MDD (test)

77.2Accuracy

22

Mar 11, 2026

REST-meta-MDD (Site S25)

64.5Accuracy

14

Jun 30, 2026

REST-meta-MDD Harvard-Oxford atlas parcellation

68.85Accuracy

5

May 26, 2026

REST-meta-MDD (Site S8)

fMRI-Diffusion + ChebyNet

70.55Accuracy

2

May 26, 2026

REST-meta-MDD (Site S21)

fMRI-Diffusion + ChebyNet

57.9Accuracy

2

May 26, 2026

REST-meta-MDD Automated Anatomical Labeling parcellation

68.53Accuracy

2

May 26, 2026

Popular datasets

REST-meta-MDD Private Cohort

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