Machine Unlearning on CIFAR10 1-class forgetting
0.018Unlearning TimeBiasShift
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BiasShiftForget Classes=12026.05 | 0.018 | 9.12 | |
| TS-BGMForget Classes=12026.05 | 10.17 | 0.51 | |
| TS-BGRMForget Classes=12026.05 | 11.37 | 0.57 | |
| SSDForget Classes=12026.05 | 28.93 | 1.46 | |
| LB-HRForget Classes=12026.05 | 40.14 | 2.03 | |
| SalUnForget Classes=12026.05 | 47.26 | 2.39 | |
| SFForget Classes=12026.05 | 69.4 | 3.51 | |
| UNSIRForget Classes=12026.05 | 76.93 | 3.9 | |
| Random-labelForget Classes=12026.05 | 91.92 | 4.66 | |
| NegGrad+Forget Classes=12026.05 | 189.41 | 9.6 | |
| FTForget Classes=12026.05 | 204.4 | 10.36 | |
| SCRUBForget Classes=12026.05 | 314.26 | 15.93 | |
| RetrainForget Classes=12026.05 | 1,972.01 | — |