Continual Unlearning on VGGFace2 Phase 3
96.67Accuracy (D_tr)Retrain
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RetrainBackbone=ResNet-50, Phase Configuration=Phase 32026.04 | 96.67 | 0 | 0 | |
| SAFERBackbone=ResNet-50, Phase Configuration=Phase 32026.04 | 95.53 | 0 | 0 | |
| SCRUBBackbone=ResNet-50, Phase Configuration=Phase 32026.04 | 95.42 | 0.18 | 4.14 | |
| SALUNBackbone=ResNet-50, Phase Configuration=Phase 32026.04 | 92.83 | 2.31 | 17.65 | |
| NegGradBackbone=ResNet-50, Phase Configuration=Phase 32026.04 | 90.69 | 32.2 | 93.17 | |
| FinetuneBackbone=ResNet-50, Phase Configuration=Phase 32026.04 | 85.04 | 0 | 0 | |
| BndShrinkBackbone=ResNet-50, Phase Configuration=Phase 32026.04 | 40.69 | 1.98 | 11.18 | |
| SSDBackbone=ResNet-50, Phase Configuration=Phase 32026.04 | 1.98 | 0 | 0 |