Class Unlearning on CIFAR-20 superclass (veg)
95.71Dr (Utility)SSD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SSDBackbone=ViT-Base, LoRA Rank=322026.06 | 95.71 | 0 | 1.88 | |
| Original ModelBackbone=ViT-Base, LoRA Rank=322026.06 | 95.59 | 97.57 | 91.32 | |
| TrustEraseBackbone=ViT-Base, LoRA Rank=322026.06 | 94.78 | 0 | 3.08 | |
| RetrainBackbone=ViT-Base, LoRA Rank=322026.06 | 94.54 | 0 | 4.41 | |
| AmnesiacBackbone=ViT-Base, LoRA Rank=322026.06 | 93.29 | 0.02 | 1.02 | |
| UNSIRBackbone=ViT-Base, LoRA Rank=322026.06 | 93.25 | 89.02 | 58.67 | |
| Bad TeacherBackbone=ViT-Base, LoRA Rank=322026.06 | 92.92 | 8.28 | 0.02 | |
| FinetuneBackbone=ViT-Base, LoRA Rank=322026.06 | 87.09 | 0.3 | 14.72 |