Image Classification Unlearning on CIFAR-10 30% Random Forgetting (D_f^train)
92.9AccuracyFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FTBackbone=ViT2026.04 | 92.9 | 0.103 | |
| IEU w/GABackbone=ViT2026.04 | 92.2 | 0.096 | |
| SCRUBBackbone=ViT2026.04 | 91.6 | 0.09 | |
| IEU w/GA+NoisyBackbone=ViT2026.04 | 84.5 | 0.019 | |
| IEU w/NoisyBackbone=ViT2026.04 | 83.2 | 0.006 | |
| RetrainingBackbone=ViT2026.04 | 82.6 | 0 | |
| RLBackbone=ViT2026.04 | 81.4 | 0.012 | |
| SALUNBackbone=ViT2026.04 | 75.2 | 0.074 |