Table 2:
Partial DC between the network conditioned on the network , and the ImageNet class name embedding. The higher value indicates the more information.
Network | Network | ||||
---|---|---|---|---|---|
ViT1 | Resnet 182 | 0.042 | 0.025 | 0.035 | 0.007 |
ViT | Resnet 503 | 0.043 | 0.036 | 0.028 | 0.017 |
ViT | Resnet 1524 | 0.044 | 0.020 | 0.040 | 0.009 |
| |||||
ViT | VGG 19 BN5 | 0.042 | 0.037 | 0.026 | 0.015 |
ViT | Densenet1216 | 0.043 | 0.026 | 0.035 | 0.007 |
| |||||
ViT large7 | Resnet 18 | 0.046 | 0.027 | 0.038 | 0.007 |
ViT large | Resnet 50 | 0.046 | 0.037 | 0.031 | 0.016 |
ViT large | Resnet 152 | 0.046 | 0.021 | 0.042 | 0.010 |
ViT large | ViT | 0.045 | 0.043 | 0.019 | 0.013 |
| |||||
ViT+Resnet 508 | Resnet 18 | 0.044 | 0.024 | 0.037 | 0.005 |
| |||||
Resnet 152 | Resnet 18 | 0.019 | 0.025 | 0.013 | 0.020 |
Resnet 152 | Resnet 50 | 0.021 | 0.037 | 0.003 | 0.030 |
Resnet 50 | Resnet 18 | 0.036 | 0.025 | 0.027 | 0.008 |
Resnet 50 | VGG 19 BN | 0.036 | 0.036 | 0.020 | 0.019 |
Accuracy: 1.84.40%; 2. 69.76%; 3. 79.02%; 4. 82.54%; 5. 74.22%; 6. 75.57%; 7. 85.68%; 8. 84.13%