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. 2022 Jan 21;12:1123. doi: 10.1038/s41598-021-04426-x

Table 9.

The results of different pre-trained models as well as Tavakoli et al.50 on the test-B dataset.

Method Lymp Neut Acc (%)
P (%) S (%) F1 (%) P (%) S (%) F1 (%)
ResNet1844 21 94 34 100 2 3 8
ResNet3444 24 94 38 100 27 43 32
ResNet5044 21 95 35 100 2 4 8
ResNext5045 24 90 38 100 3 5 9
MnasNet148 20 88 33 100 0 0 6
MobileNet-V247 72 50 59 100 0 0 4
DenseNet12146 43 64 51 100 8 15 12
ShuffleNet-V249 42 75 54 100 0 0 5
VGG1643 96 89 93 100 65 79 66
Tavakoli et al.50 94 54 69 100 92 96 90