Table 2.

Accuracy of different models on task I: Detecting images that contain animals

ArchitectureTop-1 accuracy, %
AlexNet95.8
NiN96.0
VGG96.8
GoogLeNet96.3
ResNet-1896.3
ResNet-3496.2
ResNet-5096.3
ResNet-10196.1
ResNet-15296.1
Ensemble of models96.6
  • The bold font indicates the top-performing architecture.