Machine Unlearning on CIFAR-100 30% Random Forgetting
99.9Utility (D_r^train)Retraining
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RetrainingBackbone=ViT2026.04 | 99.9 | 56 | 57.6 | 77.9 | 0 | |
| SCRUBBackbone=ViT2026.04 | 99.7 | 85.6 | 59.8 | 78 | 8 | |
| IEU w/GABackbone=ViT2026.04 | 99.7 | 83.3 | 57 | 77.8 | 7.1 | |
| FTBackbone=ViT2026.04 | 99.6 | 91.9 | 57.8 | 77.8 | 9.1 | |
| RLBackbone=ViT2026.04 | 99.6 | 53.9 | 50.6 | 77.7 | 2.4 | |
| IEU w/NoisyBackbone=ViT2026.04 | 95.8 | 55.3 | 53.6 | 78.8 | 2.4 | |
| IEU w/GA+NoisyBackbone=ViT2026.04 | 94.4 | 55.7 | 53.8 | 79 | 2.7 | |
| SALUNBackbone=ViT2026.04 | 59.1 | 48.1 | 48 | 80.4 | 15.2 |