Cervical Lesion Classification Method Based on Cross-Validation Decision Fusion Method of Vision Transformer and DenseNet

Table 6

Clinical comparison results of 100 test images.

Model	Classes	ACC	F1	PPV	SEN	SPEC	NPV
Colposcopists	Cancer	0.6200	0.6660	0.5710	0.8000	0.9330	0.9770
	HSIL		0.6850	0.8330	0.5810	0.9120	0.7430
	LSIL		0.5160	0.4100	0.6960	0.7010	0.8850
	Negative		0.6340	0.7650	0.5420	0.9470	0.8670
Ours	Cancer	0.6800	0.9000	0.9000	0.9000	0.9890	0.9890
	HSIL		0.6890	0.6600	0.7210	0.7190	0.7740
	LSIL		0.6050	0.6500	0.5650	0.9090	0.8750
	Negative		0.6380	0.6520	0.6250	0.8950	0.8830