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Depression Detection on eRisk (test)

0.78F1 Score

PHQ9 (vectors)

Updated 4d ago

Evaluation Results

Method	Links
PHQ9 (vectors) 2022.04		0.78	-
PHQ9Plus 2022.04		0.73	0.94
PHQ9 (scores) 2022.04		0.72	-
Unconstrained (BERT) 2022.04		0.71	0.95
PHQ9 (vectors) 2022.04		0.64	-
PHQ9 (scores) 2022.04		0.62	-
PHQ9 (vectors) 2022.04		0.55	0.88
PHQ9 (scores) 2022.04		0.54	0.87
GPT-3 2022.04		0.54	-
GPT-3 2022.04		0.52	-
PHQ9Plus 2022.04		0.49	0.81
Pattern (CNN) 2022.04		0.47	0.79
PHQ9 (vectors) 2022.04		0.46	0.81
Unconstrained (BERT) 2022.04		0.44	0.84
PHQ9 (scores) 2022.04		0.43	0.8
Pattern (CNN) 2022.04		0.43	0.8
PHQ9 (scores) 2022.04		0.41	0.85
Pattern (CNN) 2022.04		0.4	0.79
PHQ9Plus 2022.04		0.4	0.8
Pattern (threshold) 2022.04		0.4	-
Pattern (threshold) 2022.04		0.38	-
Pattern (threshold) 2022.04		0.38	-
PHQ9 (vectors) 2022.04		0.31	0.86
Unconstrained (BERT) 2022.04		0.15	0.84