表 2. Results of the ablation study on the SEED-III and SEED-IV datasets.
在SEED-III和SEED-IV数据集上的消融实验结果
| 数据集 | SSM | Conv | MBSTP | EA | 参数量 | 计算量/(浮点运算次数·s−1) | 准确率 | 精确率 | 召回率 | F1 |
| SEED-III | √ | — | — | — | 2.1 × 106 | 0.84 × 109 | 84.50% | 85.00% | 84.70% | 84.85% |
| √ | √ | — | — | 3.8 × 106 | 1.52 × 109 | 86.00% | 86.50% | 86.10% | 86.30% | |
| √ | √ | √ | — | 5.2 × 106 | 2.18 × 109 | 87.80% | 88.10% | 87.90% | 88.00% | |
| √ | √ | √ | √ | 5.6 × 106 | 2.35 × 109 | 88.33% | 88.50% | 89.00% | 88.70% | |
| SEED-IV | √ | — | — | — | 2.1 × 106 | 0.84 × 109 | 77.00% | 77.40% | 77.10% | 77.25% |
| √ | √ | — | — | 3.8 × 106 | 1.52 × 109 | 78.60% | 79.00% | 78.70% | 78.85% | |
| √ | √ | √ | — | 5.2 × 106 | 2.18 × 109 | 79.90% | 80.10% | 80.00% | 80.05% | |
| √ | √ | √ | √ | 5.6 × 106 | 2.35 × 109 | 80.56% | 80.50% | 81.00% | 80.75% |