Open Access
Table 3
The effect of different network sensitive feature maps on transferability (unit:%)
| Local network | Mask | Inception | SENet | VGG19 | FcaNet |
|---|---|---|---|---|---|
| ResNet-50 | Inception | 35.630 | 35.875 | 37.13 | 42.50 |
| SENet | 35.400 | 36.875 | 36 | 42.75 | |
| ResNet-50 | 36.875 | 35.130 | 39.13 | 43.90 | |
| FcaNet | 35 | 34.980 | 36.73 | 42.80 | |
| Inception | Inception | 32.13 | 35.73 | 37.15 | 44.03 |
| SENet | 33.33 | 33.43 | 35.75 | 43.37 | |
| ResNet-50 | 32.34 | 34.79 | 38.25 | 44.42 | |
| FcaNet | 33.45 | 36.23 | 35.98 | 43.50 |
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