Auditing Data Removal on Chest X-ray C1
1.32PKS ScoreLin et al.
Evaluation Results
| Method | Links | |
|---|---|---|
| Lin et al.k=60, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.09 | 1.32 | |
| Lin et al.k=70, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.09 | 1.28 | |
| Lin et al.k=80, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.09 | 1.26 | |
| Lin et al.k=90, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.09 | 1.25 | |
| Lin et al.k=100, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.09 | 1.19 | |
| EMAk=100, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.09 | 1 | |
| EMAk=90, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.09 | 1 | |
| EMAk=80, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.09 | 1 | |
| EMAk=70, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.09 | 1 | |
| EMAk=60, Target model=ResNet-18, Optimizer=Adam, Learning rate=2 x 10^-5, Epochs=30, Weight decay=10^-72021.09 | 1 |