Zero-shot Class Unlearning on Caltech101 (forget set)
83.76Bias Factor (BF)CCUP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CCUPBackbone=ViT-B/322025.12 | 83.76 | 0 | 83.07 | |
| ZSL-CLIPBackbone=ViT-B/322025.12 | 83.76 | 1.15 | 58.02 | |
| LipBackbone=ViT-B/322025.12 | 83.76 | 20.5 | 38.63 | |
| EmbBackbone=ViT-B/322025.12 | 83.76 | 17.5 | 41.93 | |
| AmnsBackbone=ViT-B/322025.12 | 83.76 | 18 | 39.73 | |
| EMMNBackbone=ViT-B/322025.12 | 83.76 | 18.8 | 47.83 | |
| LipBackbone=ViT-B/162025.12 | 83.76 | 21.3 | 37.45 | |
| EmbBackbone=ViT-B/162025.12 | 83.76 | 11.3 | 50.43 | |
| AmnsBackbone=ViT-B/162025.12 | 83.76 | 18.3 | 37.53 | |
| EMMNBackbone=ViT-B/162025.12 | 83.76 | 20.1 | 45.03 | |
| CCUPBackbone=ViT-B/162025.12 | 80.66 | 0 | 80.17 | |
| ZSL-CLIPBackbone=ViT-B/162025.12 | 80.66 | 9.15 | 46.81 |