Research Article
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 |
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