Image Classification Unlearning on CIFAR-10 50% Random Forgetting Retain set D_r (train)
99.3AccuracyIEU w/GA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IEU w/GABackbone=ViT2026.04 | 99.3 | 5.1 | |
| FTBackbone=ViT2026.04 | 99.2 | 5.1 | |
| SCRUBBackbone=ViT2026.04 | 98.6 | 4.4 | |
| RetrainingBackbone=ViT2026.04 | 94.2 | 0 | |
| RLBackbone=ViT2026.04 | 94.2 | 0 | |
| IEU w/GA+NoisyBackbone=ViT2026.04 | 92.2 | 1.9 | |
| IEU w/NoisyBackbone=ViT2026.04 | 91.9 | 2.3 | |
| SALUNBackbone=ViT2026.04 | 63.6 | 30.6 |