Research Article

[Retracted] Coupled Attention Framework of Convolutional Neural Network Based on Computer Intelligence

Table 5

Semantic segmentation experiments on VOC2012.

Base modelBackboneMean IoU (%)

DeepLabV3MobileNetV1 + SE70.84
MobileNetV1 + CAF-SE71.35
MobileNetV1 + CBAM70.77
MobileNetV1 + CAF-CBAM71.22
MobileNetV1 + SGE70.69
MobileNetV1 + CAF-SGE71.04

DeepLabV3MobileNetV2 + SE71.36
MobileNetV2 + CAF-SE71.94
MobileNetV2 + CBAM71.42
MobileNetV2 + CAF-CBAM72.21
MobileNetV2 + SGE71.45
MobileNetV2 + CAF-SGE71.80