Depression Binary Classification on DR (test)
84AccuracyAI Psychiatrist
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AI PsychiatristParadigm=Multi-role (Both), Backbone=Baichuan2-7b2024.09 | 84 | 92.9 | 85.3 | 89 | |
| AI PsychiatristParadigm=Patient-only, Backbone=Baichuan2-7b2024.09 | 83.2 | 91.9 | 85.3 | 88.5 | |
| ChineseMentalBert2024.09 | 81.4 | 86 | 89.9 | 87.9 | |
| AI PsychiatristParadigm=Family-only, Backbone=Baichuan2-7b2024.09 | 79.7 | 93.1 | 79.1 | 85.6 | |
| GPT-42024.09 | 77.3 | 97.2 | 72.4 | 83 | |
| Baichuan2-7b2024.09 | 71.6 | 77 | 89.3 | 82.7 | |
| Chatglm3-6b2024.09 | 69.3 | 92.9 | 64.4 | 76.1 | |
| Llama2-Chinese-7b2024.09 | 57.5 | 86.1 | 52.4 | 65.2 | |
| BiLSTM2024.09 | 30.5 | 26.3 | 42.9 | 32.6 | |
| Roberta2024.09 | 22.4 | 22.5 | 36.7 | 27.9 |