Suicide Detection on Suicide
86.15F1 ScoreChinese MentalBERT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Chinese MentalBERTMasking=Guided2024.02 | 86.15 | 83.58 | 88.88 | |
| Chinese MentalBERTMasking=Random2024.02 | 85.71 | 79.59 | 92.85 | |
| Chinese-BERT-wwmMasking=Random2024.02 | 84.39 | 76.28 | 94.44 | |
| Chinese-Alpaca-22024.02 | 84.33 | 79.58 | 89.68 | |
| DKPLM-financialMasking=Random2024.02 | 83.66 | 84 | 83.33 | |
| BERTMasking=Random2024.02 | 83.46 | 82.81 | 84.12 | |
| DKPLM-medicalMasking=Random2024.02 | 83.33 | 79.71 | 87.3 | |
| Word2vec-CNN2024.02 | 82.4 | 83.06 | 81.74 | |
| Llama2-Chinese-Chat2024.02 | 73.09 | 62.86 | 87.3 | |
| Word2vec-BiLSTM2024.02 | 72.54 | 73.52 | 72.72 |