网络结构 | Cars | Birds | 测试速度(pic/s) |
VGG16 | 0.581 | 0.682 | 1.34 |
VGG16 + Salienc分支(SALICON) | 0.603 | 0.721 | 2.78 |
ResNet50 | 0.642 | 0.755 | 3.12 |
ResNet50 + Saliency分支(SALICON) | 0.687 | 0.768 | 4.23 |
Inception_V3 | 0.701 | 0.761 | 3.85 |
Inception_V3 + Saliency分支(SALICON) | 0.724 | 0.789 | 4.43 |
Inception_ResNet | 0.718 | 0.770 | 6.16 |
Inception_ResNet + Saliency分支(SALICON) | 0.741 | 0.793 | 7.91 |
DenseNet | 0.731 | 0.781 | 6.72 |
DenseNet + Saliency分支(SALICON) | 0.753 | 0.802 | 8.31 |