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. 2025 Nov 13;15:39779. doi: 10.1038/s41598-025-23499-6

Table 8.

Experimental results comparing different networks.

Model Acc (%) P(%) R(%) F1 (%) Params (M) FLOPs (M)
ShuffleNetV2 95.20 95.30 95.27 95.28 1.26 151.6
ResNet18 97.90 97.95 97.96 97.95 11.2 1823.5
DenseNet121 98.00 98.07 98.07 98.06 7.0 2895.7
GhostNet 95.60 95.72 95.69 95.69 3.91 154.6
MobileNetV2 97.90 97.96 97.96 97.96 2.2 326.3
EfficientNet 98.05 98.13 98.09 98.10 4.0 411.6
PGL-ShuffleNetV2 98.80 98.81 98.83 98.82 0.84 93.2