Knowledge Deletion on CIFAR-100 (test)
98.42Deletion Factor (Df)Original
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OriginalBackbone=ViT2025.04 | 98.42 | 98.1 | 93.3 | 93.12 | 3.11 | 12.5 | |
| NGBackbone=ViT2025.04 | 46.92 | 66.87 | 42.6 | 64.3 | 59.18 | 60.65 | |
| FinetuneBackbone=ViT2025.04 | 43.6 | 98.31 | 42.2 | 90.89 | 71.68 | 70.66 | |
| RLBackbone=ViT2025.04 | 14.58 | 24.73 | 13.6 | 23.46 | 38.36 | 36.9 | |
| Boundary ShrinkBackbone=ViT2025.04 | 8.26 | 25.06 | 7.6 | 24.17 | 39.37 | 38.32 | |
| ESCBackbone=ViT2025.04 | 0.02 | 98.05 | 0.1 | 93.22 | 99.01 | 96.45 | |
| LAUBackbone=ViT2025.04 | 0 | 97.99 | 0 | 93.13 | 98.98 | 96.44 | |
| ESC-TBackbone=ViT2025.04 | 0 | 98.11 | 0 | 93.18 | 99.05 | 96.47 | |
| RetrainBackbone=ViT2025.04 | 0 | 98.48 | 0 | 93.16 | 99.23 | 96.46 |