Continual Unlearning on MUFAC 20PERSONS Phase 3 (Forget data Df)
100AccuracySCRUB
Evaluation results
| Method | Links | |
|---|---|---|
| SCRUBBackbone=ViT-B/16, Evaluation Protocol=Class-Misaligned2026.04 | 100 | |
| FinetuneBackbone=ViT-B/16, Evaluation Protocol=Class-Misaligned2026.04 | 100 | |
| RetrainBackbone=ViT-B/16, Evaluation Protocol=Class-Misaligned2026.04 | 72.37 | |
| SAFERBackbone=ViT-B/16, Evaluation Protocol=Class-Misaligned2026.04 | 64.68 | |
| SSDBackbone=ViT-B/16, Evaluation Protocol=Class-Misaligned2026.04 | 63.81 | |
| SALUNBackbone=ViT-B/16, Evaluation Protocol=Class-Misaligned2026.04 | 29.21 | |
| NegGradBackbone=ViT-B/16, Evaluation Protocol=Class-Misaligned2026.04 | 22.97 | |
| BndShrinkBackbone=ViT-B/16, Evaluation Protocol=Class-Misaligned2026.04 | 10.46 |