Research Article

[Retracted] Improving Convolutional Neural Networks with Competitive Activation Function

Table 4

Classification results (%) with ResNet-110 on Tiny ImageNet.

MethodAccuracy rate (%)

ReLU52.04
LReLU51.25
PReLU52.75
ELU50.65
SELU49.55
Softplus49.91
Swish51.41
Mish51.40
FReLU51.92
PFREU-A52.27
PFREU-B52.53
PFREU-C52.43