Class Unlearning on CIFAR-20 Veh2 superclass
95.73Retention (Dr)Original Model
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Original ModelBackbone=ViT-Base, LoRA Rank=322026.06 | 95.73 | 95.22 | 84.04 | |
| TrustEraseBackbone=ViT-Base, LoRA Rank=322026.06 | 94.99 | 0 | 23.74 | |
| RetrainBackbone=ViT-Base, LoRA Rank=322026.06 | 94.85 | 0 | 22.96 | |
| AmnesiacBackbone=ViT-Base, LoRA Rank=322026.06 | 93.88 | 0 | 1.2 | |
| Bad TeacherBackbone=ViT-Base, LoRA Rank=322026.06 | 93.59 | 4.88 | 0.02 | |
| UNSIRBackbone=ViT-Base, LoRA Rank=322026.06 | 93.56 | 70.31 | 48.98 | |
| SSDBackbone=ViT-Base, LoRA Rank=322026.06 | 93.12 | 0 | 7.04 | |
| FinetuneBackbone=ViT-Base, LoRA Rank=322026.06 | 87.75 | 0.04 | 38.15 |