Table 4 Recognition sensitivity and specificity on CP-CHILD-A
From: An improved deep learning approach and its applications on colonic polyp images detection
Model | TPR | TNR |
|---|---|---|
VGG16 | 96.60% | 99.74% |
VGG16-GAP | 96.40% | 99.83% |
VGG19 | 96.85% | 99.81% |
VGG19-GAP | 96.55% | 99.88% |
ResNet101 | 96.95% | 99.74% |
ResNet101-GAP | 97.50% | 99.85% |
ResNet152 | 97.35% | 99.84% |
ResNet152-GAP | 97.55% | 99.80% |