Transferability estimation correlation on CIFAR100 small, balanced full (test)
0.798LEEPRe-train head
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Re-train headSource=ImageNet, Source model=ResNet182020.02 | 0.798 | 0.715 | 0.026 | |
| Fine-tuneSource=ImageNet, Source model=ResNet182020.02 | 0.762 | 0.584 | -0.029 | |
| Re-train headSource=CIFAR10, Source model=ResNet202020.02 | 0.744 | 0.743 | 0.877 | |
| CNAPSSource=ImageNet, Source model=ResNet182020.02 | 0.591 | 0.31 | 0.025 | |
| Fine-tuneSource=CIFAR10, Source model=ResNet202020.02 | 0.396 | 0.401 | 0.737 |