Depression Binary Classification on MMDA (test)
81.6AccuracyAI Psychiatrist
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AI PsychiatristParadigm=Multi-role (Both), Backbone=Baichuan2-7b2024.09 | 81.6 | 84.8 | 87.5 | 86.2 | |
| BiLSTM2024.09 | 74.5 | 95.5 | 63.3 | 76.2 | |
| ChineseMentalBert2024.09 | 69.8 | 75 | 75 | 75 | |
| AI PsychiatristParadigm=Patient-only, Backbone=Baichuan2-7b2024.09 | 69.4 | 77.4 | 75 | 76.2 | |
| Roberta2024.09 | 63.2 | 69.4 | 78.1 | 73.5 | |
| AI PsychiatristParadigm=Family-only, Backbone=Baichuan2-7b2024.09 | 61.7 | 87.5 | 46.7 | 60.9 | |
| GPT-42024.09 | 59.2 | 87.5 | 43.8 | 58.3 | |
| Llama2-Chinese-7b2024.09 | 57.1 | 78.9 | 46.9 | 58.8 | |
| Chatglm3-6b2024.09 | 55.1 | 85.7 | 37.5 | 52.2 | |
| Baichuan2-7b2024.09 | 55.1 | 62.5 | 78.1 | 69.4 |