Zero-shot Class Unlearning on Caltech101 (retain set)
94.9Bias Factor (BF)CCUP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CCUPBackbone=ViT-B/162025.12 | 94.9 | 94.41 | |
| ZSL-CLIPBackbone=ViT-B/162025.12 | 94.9 | 70.2 | |
| CCUPBackbone=ViT-B/322025.12 | 95.13 | 94.44 | |
| ZSL-CLIPBackbone=ViT-B/322025.12 | 95.13 | 70.54 | |
| LipBackbone=ViT-B/322025.12 | 95.13 | 70.5 | |
| EmbBackbone=ViT-B/322025.12 | 95.13 | 70.8 | |
| AmnsBackbone=ViT-B/322025.12 | 95.13 | 69.1 | |
| EMMNBackbone=ViT-B/322025.12 | 95.13 | 78 | |
| LipBackbone=ViT-B/162025.12 | 95.13 | 70.12 | |
| EmbBackbone=ViT-B/162025.12 | 95.13 | 73.1 | |
| AmnsBackbone=ViT-B/162025.12 | 95.13 | 67.2 | |
| EMMNBackbone=ViT-B/162025.12 | 95.13 | 76.5 |