Dataset Suitability Assessment on DomainNet (test)
-0.773Pearson Correlation (r)KID
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KIDBackbone=ResNet-342023.03 | -0.773 | -0.904 | -0.804 | |
| MMDBackbone=ResNet-342023.03 | -0.817 | -0.801 | -0.691 | |
| MMDBackbone=ResNet-1012023.03 | -0.821 | -0.817 | -0.704 | |
| FDBackbone=ResNet-342023.03 | -0.86 | -0.926 | -0.828 | |
| KIDBackbone=ResNet-1012023.03 | -0.876 | -0.896 | -0.8 | |
| FDBackbone=ResNet-1012023.03 | -0.903 | -0.902 | -0.802 | |
| BoP + JSBackbone=ResNet-34, Codebook size=10002023.03 | -0.96 | -0.927 | -0.84 | |
| BoP + JSBackbone=ResNet-101, Codebook size=10002023.03 | -0.961 | -0.929 | -0.84 |