Depression Binary Classification on DepSeverity (test)
84.6AccuracyBiLSTM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BiLSTM2024.09 | 84.6 | 97.3 | 41 | 57.7 | |
| Roberta2024.09 | 74.6 | 47.8 | 37.9 | 42.3 | |
| AI PsychiatristParadigm=Patient-only, Backbone=Baichuan2-7b2024.09 | 71.9 | 77.3 | 47.2 | 58.6 | |
| AI PsychiatristParadigm=Multi-role (Both), Backbone=Baichuan2-7b2024.09 | 70.9 | 71.2 | 50.3 | 59 | |
| ChineseMentalBert2024.09 | 70.2 | 68.8 | 50.7 | 58.4 | |
| GPT-42024.09 | 64.8 | 68.3 | 28.3 | 40 | |
| Chatglm3-6b2024.09 | 61.1 | 60.9 | 18.9 | 28.9 | |
| Llama2-Chinese-7b2024.09 | 59.2 | 51.3 | 40.5 | 45.3 | |
| AI PsychiatristParadigm=Family-only, Backbone=Baichuan2-7b2024.09 | 59 | 58 | 59 | 50 | |
| Baichuan2-7b2024.09 | 42.5 | 41.5 | 91.9 | 57.1 |