Unlearning Membership Inference on MNIST, Fashion-MNIST, SVHN, and CIFAR-10 (test)
95.93NG ScoreDifference
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DifferenceClassification Method=Decision Tree2026.04 | 95.93 | 96.25 | 96.56 | 96.25 | 95.62 | 96.12 | |
| Dot ProductClassification Method=Youden’s Threshold2026.04 | 82.62 | 87 | 94 | 85.93 | 91.25 | 88.16 | |
| Dot ProductClassification Method=K-Means2026.04 | 81.81 | 85.81 | 93.31 | 85.06 | 90.43 | 87.28 |