Transferability estimation correlation on CIFAR100 small, imbalanced full (test)
0.862LEEPRe-train head
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Re-train headSource=CIFAR10, Source model=ResNet202020.02 | 0.862 | 0.847 | 0.787 | |
| Fine-tuneSource=CIFAR10, Source model=ResNet202020.02 | 0.597 | 0.582 | 0.758 | |
| Fine-tuneSource=ImageNet, Source model=ResNet182020.02 | 0.565 | 0.503 | -0.069 | |
| Re-train headSource=ImageNet, Source model=ResNet182020.02 | 0.522 | 0.484 | -0.058 |