TABLE 3.

The accuracy of NC Vs. LSIL Vs. HSIL is classified by our model compared with that of two other neural network architectures, and the sensitivity and specificity for normal control, LSIL, and HSIL individually of the EfficientNet‐B0 with GRU model

Model	Accuracy (%)
AlexNet	85.12
ResNet50	86.16
EfficientNet‐B0 with GRU	91.18

EfficientNet‐B0 with GRU	Sensitivity (%)	Specificity (%)
Normal control	90.82	97.11
LSIL	90.0	90.73
HSIL	81.2	93.33

Abbreviations: NC, Normal cervix; LSIL, Low‐grade squamous intraepithelial lesions; HSIL, High‐grade squamous intraepithelial lesions.