Spatial-Channel Attention-Based Class Activation Mapping for Interpreting CNN-Based Image Classification Models

Table 2

The top five classification results of the four networks.

No.	C
SqueezeNet
1	Tiger cat	0.378
2	Bullmastiff	0.350
3	Great Dane	0.102
4	Boxer	0.071
5	Tabby	0.023
ResNet-18
1	Boxer	0.426
2	Bullmastiff	0.265
3	Tiger cat	0.175
4	Tiger	0.094
5	American Staffordshire Terrier	0.014
ResNet-50
1	Bullmastiff	0.384
2	Tiger cat	0.168
3	Boxer	0.094
4	Tabby	0.059
5	Doormat	0.050
DenseNet-161
1	Bullmastiff	0.679
2	Boxer	0.227
3	Doormat	0.035
4	Tiger cat	0.015
5	French bulldog	0.010