Table 3 Comparison of flops and parameters among different models.
Method | Baseline Model | Dataset | Accuracy rate (%) | Flops | Parameter |
---|---|---|---|---|---|
Cross-X | Resnet50 | CUB-200-2011 | 87.7 | 32.16Â GMac | 48.31Â M |
MGE-CNN | Resnet50 | CUB-200-2011 | 88.5 | 71.83Â GMac | 108.52Â M |
PMG | Resnet50 | CUB-200-2011 | 89.3 | 37.42Â GMac | 45.13Â M |
FBSD | Resnet50 | CUB-200-2011 | 89.0 | 47.33Â GMac | 44.46Â M |
Ours | Resnet50 | CUB-200-2011 | 89.6 | 47.1G Mac | 43.09Â M |