Table 5 Performance comparison on OCI dataset.

From: Explainable label guided lightweight network with axial transformer encoder for early detection of oral cancer

Metric

DenseNet

ShuffleNet

ResNeXt

MnasNet

CellViT

LWENet

Recall

85.92

87.15

88.87

92.38

95.08

96.22

Precision

84.06

88.64

87.53

91.75

94.59

96.98

F1-score

84.98

87.89

88.19

92.06

94.83

98.23

Accuracy

87.20

89.71

91.56

94.46

96.82

98.99

Kappa

86.42

90.03

92.16

95.18

97.17

96.58

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