Self-Attention Multilayer Feature Fusion Based on Long Connection

Table 2

Downsampling and gradient blocking tests.

Model	Acc. (%)-Cifar10
ResNet50 [7]	92.32
ResNet50_avg	92.45
ResNet50_max	92.54
ResNet50_2 × 2conv	92.24
ResNet50_res	92.34
ResNet50_avg_no_grad	90.84
ResNet50_max_no_grad	88.97