表 2. Ablation experiments with different module combinations.
不同模块组合的消融实验
| 模块组合 | 评价指标 | ||||
| Transformer | MLP | Pre | Rec | Acc | |
| — | — | 0.934 9 | 0.963 6 | 0.949 8 | |
| — | √ | 0.920 3 | 0.948 6 | 0.935 2 | |
| √ | — | 0.931 0 | 0.959 6 | 0.945 9 | |
| √ | √ | 0.956 7 | 0.975 8 | 0.961 6 | |
不同模块组合的消融实验
| 模块组合 | 评价指标 | ||||
| Transformer | MLP | Pre | Rec | Acc | |
| — | — | 0.934 9 | 0.963 6 | 0.949 8 | |
| — | √ | 0.920 3 | 0.948 6 | 0.935 2 | |
| √ | — | 0.931 0 | 0.959 6 | 0.945 9 | |
| √ | √ | 0.956 7 | 0.975 8 | 0.961 6 | |