表 8. Recognition accuracy of each model.
各模型的识别准确率
| 模型 | 自制数据集 | Ninapro-DB1 |
| Lenet | 52.03% | 77.93% |
| Alexnet | 88.19% | 96.62% |
| Vgg16 | 94.18% | 97.62% |
| Resnet34 | 82.91% | 98.06% |
| CNN4-M | 98.11% | 98.75% |
| DT-T | 75.80% | 86.61% |
| BP-T | 91.77% | 94.60% |
| SVM-TF | 92.03% | 95.85% |
| KNN-T | 93.17% | 94.52% |