Suicide Risk Assessment on CLPsych Task A 2019 (test)
53.5Macro PrecisionPL (Depression)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PL (Depression)Approach=PL, Setup=Depression (medium-risk), Added Data Size=8% of training data2021.06 | 53.5 | 48 | 49.8 | |
| PL (Anxiety)Approach=PL, Setup=Anxiety (low-risk), Added Data Size=8% of training data2021.06 | 49.5 | 46.9 | 47.8 | |
| PL (Task C low-risk)Approach=PL, Setup=Task C (low-risk), Added Data Size=8% of training data2021.06 | 47.5 | 46.2 | 46 | |
| PL (Depression + Anxiety)Approach=PL, Setup=Depression + Anxiety, Added Data Size=8% of training data2021.06 | 47.3 | 45.6 | 46.3 | |
| MVL (Word-Mask)Approach=MVL, Setup=Word-Mask2021.06 | 46.4 | 46.6 | 46.3 | |
| TAPApproach=TAP, Setup=BERT2021.06 | 43.9 | 44.5 | 43.2 | |
| BERT BaselineApproach=Baseline, Setup=BERT2021.06 | 43.6 | 42.4 | 42.7 | |
| PL (Task C crowd-labeled)Approach=PL, Setup=Task C (crowd-labeled), Added Data Size=8% of training data2021.06 | 41.8 | 40.6 | 40.8 | |
| MVL (BegEd)Approach=MVL, Setup=BegEd2021.06 | 38.4 | 42.2 | 40.1 | |
| MVL (K-Sum)Approach=MVL, Setup=K-Sum2021.06 | 38.4 | 42.2 | 40.1 | |
| MVL (Sent-Mask)Approach=MVL, Setup=Sent-Mask2021.06 | 38 | 40.9 | 38.3 |