Depression Severity Estimation on MMDA (test)
78.6Precision (Normal)GPT-4
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-42024.09 | 78.6 | 64.7 | 71 | 70 | 51.9 | 59.6 | 12.5 | 25 | 16.7 | 14.3 | 100 | 25 | 55.1 | 59.3 | |
| ChineseMentalBert2024.09 | 66.7 | 23.5 | 34.8 | 57.1 | 88.9 | 69.6 | 0 | 0 | 0 | 0 | 0 | 0 | 60.4 | 50.4 | |
| InterMindInput Source=Patient2024.09 | 66.7 | 35.3 | 46.2 | 59.3 | 59.3 | 59.3 | 0 | 0 | 0 | 11.1 | 100 | 20 | 46.9 | 49.1 | |
| InterMindInput Source=Both2024.09 | 56 | 82.4 | 66.7 | 80 | 44.4 | 57.1 | 57.1 | 100 | 72.7 | 50 | 100 | 66.7 | 63.3 | 61.9 | |
| InterMindInput Source=Family2024.09 | 55.6 | 58.8 | 57.1 | 62.5 | 18.5 | 28.6 | 1.5 | 25 | 7.7 | 0 | 0 | 0 | 32.7 | 36.2 | |
| Baichuan2-7b2024.09 | 40 | 82.4 | 53.8 | 100 | 3.7 | 7.1 | 16.7 | 50 | 25 | 0 | 0 | 0 | 34.7 | 24.7 | |
| Chatglm3-6b2024.09 | 39.5 | 88.2 | 54.5 | 80 | 14.8 | 25 | 33.3 | 50 | 40 | 0 | 0 | 0 | 42.9 | 36 | |
| BiLSTM2024.09 | 38.1 | 47.1 | 42.1 | 64.3 | 66.7 | 65.5 | 0 | 0 | 0 | 0 | 0 | 0 | 53.1 | 50.1 | |
| RoBerta2024.09 | 37.5 | 17.7 | 24 | 53.7 | 81.5 | 64.7 | 0 | 0 | 0 | 0 | 0 | 0 | 51 | 44 | |
| Llama2-Chinese-7b2024.09 | 35.4 | 100 | 52.3 | 0 | 0 | 0 | 100 | 25 | 40 | 0 | 0 | 0 | 36.7 | 21.4 |