[Retracted] Improving Convolutional Neural Networks with Competitive Activation Function

Table 3

Classification results (%) with NIN and ResNet-110 on CIFAR.

Model	NIN		ResNet-110
Dataset	CIFAR-10	CIFAR-100	CIFAR-10	CIFAR-100
ReLU	86.93	59.84	92.64	67.27
LReLU	87.74	59.70	92.89	68.16
PReLU	88.34	62.71	91.88	69.05
ELU	88.18	61.48	92.58	69.31
SELU		63.10		66.36
Softplus
Swish	84.88		92.90	68.80
Mish	87.20	59.32	93.20	68.88
FReLU	90.79	67.36	92.98	68.91
PFREU-A	91.11	67.43	93.36	69.73
PFREU-B	91.24	67.67	93.38	70.34
PFREU-C	90.98	67.48	93.28	70.18