Table 2 Performance comparison of different CNN models tested on lung histopathological images with 25 epochs and cross-categorical entropy as the loss function. Accuracy scores are in %.

From: Adaptive genetic algorithm based deep feature selector for cancer detection in lung histopathological images

Sl No.

Model

Train Acc

Test Acc

1

VGG16

97.04

96.01

2

DenseNet121

97.99

97.20

3

Inception V3

96.47

96.10

4

VGG19

98.23

95.42

5

ResNet50

83.74

78.55

6

Xception

90.05

83.36

7

Inception ResNet V2

94.13

92.87