Research Article

CAW: A Remote-Sensing Scene Classification Network Aided by Local Window Attention

Table 1

Comparison of parameters and calculations of the model.

ModelFLOPs (G)Parameter (M)

ResNet50 [31]5367.4823.52
Vgg16 [32]20185.96138.36
DenseNet [33]3742.617.98
GoogleNet [27]2071.136.99
ViT-Ti [14]21980.1686.38
Swin transformer [20]7078.5028.24
VAN [17]1149.0841.00
Conformer-Ti [15]3241.0311.31
CMT [26]1580.748.17
MPViT [25]4212.256.08
CAW566.611.27