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Depression Detection on TRT (test)

0.82F1 Score

Unconstrained (BERT)

Updated 1mo ago

Evaluation Results

Method	Links
Unconstrained (BERT) 2022.04		0.82	0.98
PHQ9Plus 2022.04		0.79	0.95
PHQ9 (vectors) 2022.04		0.79	-
PHQ9 (vectors) 2022.04		0.77	0.96
PHQ9 (scores) 2022.04		0.74	-
LIWC+ngram 2022.04		0.73	0.79
PHQ9 (vectors) 2022.04		0.71	-
PHQ9 (scores) 2022.04		0.64	0.92
PHQ9 (scores) 2022.04		0.64	-
GPT-3 2022.04		0.59	-
PHQ9 (scores) 2022.04		0.56	0.9
PHQ9 (vectors) 2022.04		0.56	0.89
PHQ9Plus 2022.04		0.54	0.84
PHQ9 (vectors) 2022.04		0.52	0.86
Pattern (CNN) 2022.04		0.51	0.8
Unconstrained (BERT) 2022.04		0.5	0.83
PHQ9Plus 2022.04		0.49	0.82
GPT-3 2022.04		0.49	-
Unconstrained (BERT) 2022.04		0.47	0.82
Pattern (CNN) 2022.04		0.47	0.79
Pattern (threshold) 2022.04		0.46	-
Pattern (threshold) 2022.04		0.46	-
PHQ9 (scores) 2022.04		0.46	0.82
Pattern (threshold) 2022.04		0.44	-
Pattern (CNN) 2022.04		0.39	0.79