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. 2024 Jun 7;14:13082. doi: 10.1038/s41598-024-63744-y

Table 4.

Performance comparison of models trained with 0.001 learning rate and by using focal loss.

Model Prefilter applied Prefilter not applied
EfficientNet %83.17 %83.76
EfficientNetV2 %81.34 %80.57
MobileNetV3Large %78.69 %77.75
MobileNetV3Small %81.39 %78.85
Resnet18 %81.47 %81.95
ShuffleNet %75.21 %70.44