表 3. Effect of attention mechanism on EfficientNet.
注意力机制对模型性能的影响
| 方法 | micro-F1 | macro-P | macro-R | macro-F1 |
| 注:加粗字体表示最优值;micro-P和micro-R的值与micro-F1相同 | ||||
| EfficientNet | 0.936 | 0.924 | 0.931 | 0.927 |
| EfficientNet + SA | 0.954 | 0.949 | 0.953 | 0.950 |
注意力机制对模型性能的影响
| 方法 | micro-F1 | macro-P | macro-R | macro-F1 |
| 注:加粗字体表示最优值;micro-P和micro-R的值与micro-F1相同 | ||||
| EfficientNet | 0.936 | 0.924 | 0.931 | 0.927 |
| EfficientNet + SA | 0.954 | 0.949 | 0.953 | 0.950 |