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. 2022 Aug 8;21:55. doi: 10.1186/s12938-022-01025-3

Table 1.

Detection results for different network structures

Network MAE (D) Accuracy (%) No. parameters
Vgg16 0.7916 45.41 19.19 M
ResNet18 0.8617 42.34 11.18 M
Xception 0.3204 82.35 7.24 M
Mini-Xception 0.3440 79.26 0.79 M
Ours 0.2792 86.46 1.19 M

Bold values indicate the best results