Zero-shot Class Unlearning on StanfordDogs (forget set)
80.38BFCCUP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CCUPBackbone=ViT-B/322025.12 | 80.38 | 0 | 70.5 | |
| ZSL-CLIPBackbone=ViT-B/322025.12 | 80.38 | 4.75 | 31.4 | |
| LipBackbone=ViT-B/322025.12 | 80.38 | 16.23 | 27.6 | |
| EmbBackbone=ViT-B/322025.12 | 80.38 | 16.23 | 36.6 | |
| AmnsBackbone=ViT-B/322025.12 | 80.38 | 18.3 | 37.83 | |
| EMMNBackbone=ViT-B/322025.12 | 80.38 | 9.8 | 49.93 | |
| LipBackbone=ViT-B/162025.12 | 79.9 | 18.5 | 25.05 | |
| EmbBackbone=ViT-B/162025.12 | 79.9 | 15.5 | 38.05 | |
| AmnsBackbone=ViT-B/162025.12 | 79.9 | 18.1 | 39.45 | |
| EMMNBackbone=ViT-B/162025.12 | 79.9 | 10.8 | 52.15 | |
| CCUPBackbone=ViT-B/162025.12 | 79.5 | 0 | 71.52 | |
| ZSL-CLIPBackbone=ViT-B/162025.12 | 78.6 | 4.92 | 33.75 |