Research Article

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

Table 6

Object detection experiments on VOC2007.

Base modelBackboneAP (%)

SSDLite320MobileNetV1 + SE69.21
MobileNetV1 + CAF-SE69.75
MobileNetV1 + CBAM69.22
MobileNetV1 + CAF-CBAM69.80
MobileNetV1 + SGE69.18
MobileNetV1 + CAF-SGE69.62

SSDLite320MobileNetV2 + SE71.71
MobileNetV2 + CAF-SE72.31
MobileNetV2 + CBAM71.85
MobileNetV2 + CAF-CBAM72.41
MobileNetV2 + SGE71.69
MobileNetV2 + CAF-SGE71.91