Model | Top-1/% | Top-5/% |
VGG16 | 82.90 | 96.55 |
VGG16 + Mixup | 85.10 | 97.11 |
VGG16 + CBAM + Mixup | 85.15 | 97.11 |
MobileNetV2 | 84.24 | 96.62 |
MobileNetV2 + Mixup | 86.28 | 96.62 |
MobileNetV2 + CBAM + Mixup | 86.28 | 97.11 |
ResNet50 | 85.15 | 97.04 |
ResNet50 + Mixup | 87.26 | 97.26 |
ResNet50 + CBAM + Mixup | 87.33 | 97.33 |