Journal of Big Data

Table 6 Experimental results of the improved activation function in other models

From: Accurate identification of cashmere and wool fibers based on enhanced ShuffleNetV2 and transfer learning

Model	Activation Function
Model	ReLU	Mish	EMish
MobileNetV3	94.792%	95.312%	95.833%
Increase	0	+0.52	+1.041
ResNet50	80.208%	85.417%	87.500%
Increase	0	+5.209	+7.292
DenseNet121	83.333%	85.938%	89.062%
Increase	0	+2.605	+5.729
VGG19	75.000%	80.208%	81.771%
Increase	0	+5.208	+6.771

Back to article page