表 2. Comparison of experimental results on the DEAP dataset with state-of-the-art models.
DEAP数据集与先进模型对比实验结果
| 方法 | ACC | mIoU | |||
| 效价 | 唤醒 | 四分类 | 四分类 | ||
| CDCN | 92.24% | 92.92% | — | — | |
| ACRNN | 93.72% | 93.38% | — | — | |
| LGGNet | 93.35% | 92.68% | — | — | |
| GANSER | 93.52% | 94.21% | 89.74% | — | |
| SLOTS | 92.49% | 93.42% | 90.12% | 81.15% | |
| SGMC* | 94.16% | 93.62% | 90.58% | 82.31% | |
| GSCL | 94.91% | 95.29% | 92.78% | 86.06% | |