Research Article
Medical Image Classification Based on Information Interaction Perception Mechanism
Table 5
Performance of other CNNs (%).
| Model | Accuracy | Precision | Recall | Specificity | F1-measure | Polyp Acc |
| ResNet50 [27] | 97.07 | 95.84 | 95.66 | 97.83 | 95.65 | 98.40 | VGG16 [28] | 97.08 | 95.33 | 95.11 | 97.55 | 95.09 | 96.30 | DenseNet121 [29] | 97.26 | 96.22 | 96.15 | 98.07 | 96.15 | 97.10 | GoogleNet [30] | 98.26 | 97.34 | 97.30 | 98.65 | 97.29 | 98.50 | IIP-Net54-GAP-FC | 99.59 | 99.40 | 99.40 | 99.70 | 99.40 | 99.40 |
|
|