Continual Unlearning on VGGFace2 Phase 2
96.81Accuracy ($D_{tr}$)Retrain
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RetrainBackbone=ResNet-50, Phase Configuration=Phase 22026.04 | 96.81 | 0 | 0 | |
| SCRUBBackbone=ResNet-50, Phase Configuration=Phase 22026.04 | 95.26 | 6.85 | 2.39 | |
| SAFERBackbone=ResNet-50, Phase Configuration=Phase 22026.04 | 95.25 | 0 | 0 | |
| SALUNBackbone=ResNet-50, Phase Configuration=Phase 22026.04 | 93.07 | 0.66 | 37.75 | |
| NegGradBackbone=ResNet-50, Phase Configuration=Phase 22026.04 | 89.48 | 39.9 | 92.36 | |
| FinetuneBackbone=ResNet-50, Phase Configuration=Phase 22026.04 | 84.89 | 0 | 0 | |
| BndShrinkBackbone=ResNet-50, Phase Configuration=Phase 22026.04 | 68.65 | 12.6 | 27.37 | |
| SSDBackbone=ResNet-50, Phase Configuration=Phase 22026.04 | 23.22 | 0 | 0 |