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E-DAIC dataset and benchmarks · SOTA2 Research

Research Datasets

E-DAIC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Depression Detection

E-DAIC (test)

62F1 Score

20

Depression Detection

E-DAIC

75Accuracy

13

Depression Assessment

E-DAIC

3.72MAE

10

Binary depression detection

E-DAIC (LOSO)

72.3Macro F1

3

Depression severity estimation

E-DAIC PHQ-8

3.85Mean Absolute Error (MAE)

1

Popular tasks

Depression Detection Depression Severity Estimation Depression Assessment Binary depression detection

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