Machine Unlearning on CIFAR10 3-class forgetting
0.016TimeBiasShift
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BiasShiftForget Classes=32026.05 | 0.016 | 8.46 | |
| TS-BGMForget Classes=32026.05 | 9.51 | 0.5 | |
| TS-BGRMForget Classes=32026.05 | 9.57 | 0.5 | |
| SSDForget Classes=32026.05 | 30.16 | 1.59 | |
| LB-HRForget Classes=32026.05 | 37.22 | 1.96 | |
| SalUnForget Classes=32026.05 | 49.37 | 2.61 | |
| SFForget Classes=32026.05 | 50.4 | 2.66 | |
| FTForget Classes=32026.05 | 50.77 | 2.68 | |
| Random-labelForget Classes=32026.05 | 68.05 | 3.6 | |
| UNSIRForget Classes=32026.05 | 82.09 | 4.34 | |
| NegGrad+Forget Classes=32026.05 | 85.45 | 4.52 | |
| SCRUBForget Classes=32026.05 | 267.79 | 14.16 | |
| RetrainForget Classes=32026.05 | 1,890.25 | — |