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Depression classification research benchmarks · SOTA2 Research

Depression classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UK Biobank (test)

0.624AUC

16

Jun 29, 2026

Mix-Depression (test)

96Accuracy

13

May 12, 2026

ENS-Depression (test)

96Accuracy

13

May 12, 2026

GNS-Depression (test)

99Accuracy

13

May 12, 2026

Mumtaz 2016 (test)

95.85Balanced Accuracy

6

Mar 6, 2026

DAIC-WoZ AVEC 2016 benchmark

0.914Accuracy

5

Feb 26, 2026

DAIC-WoZ (K-fold LOSO)

0.957Accuracy

4

Feb 26, 2026

Popular datasets

DAIC-WOZ UK Biobank Mumtaz GNS-Depression ENS-Depression

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