Image Classification Unlearning on CIFAR-10 50% Random Forgetting (Forget Set)
92.5AccuracyFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FTBackbone=ViT2026.04 | 92.5 | 13.8 | |
| SCRUBBackbone=ViT2026.04 | 91.5 | 12.7 | |
| IEU w/GABackbone=ViT2026.04 | 88.8 | 10.1 | |
| IEU w/NoisyBackbone=ViT2026.04 | 79.6 | 0.8 | |
| IEU w/GA+NoisyBackbone=ViT2026.04 | 79.4 | 0.6 | |
| RetrainingBackbone=ViT2026.04 | 78.8 | 0 | |
| RLBackbone=ViT2026.04 | 78.7 | 0.1 | |
| SALUNBackbone=ViT2026.04 | 61.2 | 17.6 |