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. 2024 Dec 25;41(6):1153–1160. [Article in Chinese] doi: 10.7507/1001-5515.202309007

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%