Table 5 Recognition sensitivity and specificity on CP-CHILD-B
From: An improved deep learning approach and its applications on colonic polyp images detection
Model | TPR | TNR |
|---|---|---|
VGG16 | 96.50% | 98.80% |
VGG16-GAP | 96.80% | 99.97% |
VGG19 | 96.60% | 99.00% |
VGG19-GAP | 97.60% | 99.97% |
ResNet101 | 97.40% | 99.80% |
ResNet101-GAP | 98.00% | 99.83% |
ResNet152 | 98.00% | 99.60% |
ResNet152-GAP | 97.70% | 99.93% |