| 模型 | Precision | Recall | F1 |
| SVM | 0.5076 | 0.794 | 0.6193 |
| RF | 0.5090 | 0.784 | 0.6173 |
| XGBoost | 0.6075 | 0.830 | 0.7015 |
| LightGBM | 0.6375 | 0.804 | 0.7111 |
| ResNet + DF | 0.7330 | 0.824 | 0.7758 |