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Depression Recognition research benchmarks · SOTA2 Research

Depression Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100F1 Score

18

Feb 26, 2026

75F1 Score

17

Feb 26, 2026

E-DAIC-WOZ (test)

LLM-Generated Summary Guided Depression Detection

3.32MAE

16

Apr 14, 2026

Androids corpus (5-fold cross-val)

86.8Precision

15

Jun 5, 2026

68.06F1 Score

12

Feb 26, 2026

3.1RMSE

8

Apr 14, 2026

Popular datasets

CMDC AVEC EATD E-DAIC-WOZ Androids corpus

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