Machine Unlearning on CIFAR-100 (50% class fraction forget)
79Unlearning Accuracy (UA)FT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FTRTE=158.6 ± 1.72026.05 | 79 | 94.1 | 67.6 | 28.6 | 21.2 | |
| RLRTE=154.4 ± 0.82026.05 | 73.2 | 94.6 | 67.9 | 84.9 | 12.2 | |
| IURTE=29.8 ± 0.52026.05 | 70.6 | 99.6 | 71.5 | 69.1 | 6.6 | |
| GARTE=1.8 ± 0.02026.05 | 68.6 | 98.6 | 69.6 | 65.7 | 7.7 | |
| AMUNRTE=171.0 ± 0.82026.05 | 67.4 | 94.3 | 72.6 | 45.3 | 13 | |
| SalUnRTE=361.1 ± 6.62026.05 | 67.2 | 94.3 | 67.9 | 84 | 10.6 | |
| Local Teacher DistillationRTE=226.5 ± 5.22026.05 | 53.4 | 99.4 | 70.8 | 69.4 | 2.4 | |
| RetrainRTE=1558.9 ± 22.02026.05 | 47.4 | 99.9 | 72.1 | 71.3 | 0 |