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. Author manuscript; available in PMC: 2023 May 30.
Published in final edited form as: Comput Vis ECCV. 2022 Nov 1;13686:327–346. doi: 10.1007/978-3-031-19809-0_19

Table 2:

Partial DC between the network ΘX conditioned on the network ΘY, and the ImageNet class name embedding. The higher value indicates the more information.

Network ΘX Network ΘY R2X,GT R2Y,GT R2XY,GT R2YX,GT
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%