Machine Unlearning on CIFAR100 1-class forgetting
0.02TimeBiasShift
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BiasShiftForget Classes=12026.05 | 0.02 | 9.57 | |
| TS-BGMForget Classes=12026.05 | 11.44 | 0.54 | |
| TS-BGRMForget Classes=12026.05 | 11.85 | 0.56 | |
| SSDForget Classes=12026.05 | 20.05 | 0.96 | |
| Random-labelForget Classes=12026.05 | 42.61 | 2.04 | |
| SalUnForget Classes=12026.05 | 48.85 | 2.33 | |
| LB-HRForget Classes=12026.05 | 91.15 | 4.36 | |
| UNSIRForget Classes=12026.05 | 136.4 | 6.53 | |
| FTForget Classes=12026.05 | 156.66 | 7.5 | |
| SFForget Classes=12026.05 | 170.25 | 8.15 | |
| NegGrad+Forget Classes=12026.05 | 210.89 | 10.09 | |
| SCRUBForget Classes=12026.05 | 283.85 | 13.59 | |
| RetrainForget Classes=12026.05 | 2,088.29 | — |