Transferability estimation correlation on FashionMNIST small, balanced full (test)
0.631LEEP CorrelationRe-train head
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Re-train headSource=ImageNet, Source model=ResNet182020.02 | 0.631 | 0.622 | 0.005 | |
| Fine-tuneSource=ImageNet, Source model=ResNet182020.02 | 0.609 | 0.578 | 0.018 | |
| Re-train headSource=CIFAR10, Source model=ResNet202020.02 | 0.518 | 0.429 | 0.787 | |
| Fine-tuneSource=CIFAR10, Source model=ResNet202020.02 | 0.339 | 0.258 | 0.826 |