Machine Unlearning on CIFAR-100 (90% class deletion)
60.2UAFT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FTRTE=155.2 ± 0.42026.05 | 60.2 | 94 | 67.6 | 50.4 | 24.7 | |
| RLRTE=162.0 ± 1.12026.05 | 46.4 | 94.3 | 67.5 | 100 | 10.7 | |
| SalUnRTE=361.1 ± 3.32026.05 | 40 | 93.6 | 67 | 100 | 9.4 | |
| AMUNRTE=173.1 ± 0.82026.05 | 32.5 | 94.3 | 72.5 | 81.2 | 9.2 | |
| GARTE=1.9 ± 0.02026.05 | 24.8 | 94.8 | 66.2 | 83.9 | 7.6 | |
| IURTE=27.3 ± 0.52026.05 | 19.2 | 97.8 | 69.1 | 91.3 | 2.9 | |
| RetrainRTE=1564.7 ± 10.42026.05 | 17.2 | 99.9 | 71.7 | 96.1 | 0 | |
| LTDRTE=215.6 ± 1.52026.05 | 11.4 | 99.4 | 70.4 | 99.2 | 2.7 |