Machine Unlearning on CIFAR100 3-class forgetting
0.016TimeBiasShift
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BiasShiftForget Classes=32026.05 | 0.016 | 8.15 | |
| TS-BGRMForget Classes=32026.05 | 11.51 | 0.58 | |
| TS-BGMForget Classes=32026.05 | 11.55 | 0.58 | |
| SSDForget Classes=32026.05 | 19.04 | 0.97 | |
| SalUnForget Classes=32026.05 | 49.26 | 2.51 | |
| Random-labelForget Classes=32026.05 | 65.44 | 3.33 | |
| LB-HRForget Classes=32026.05 | 83.61 | 4.26 | |
| UNSIRForget Classes=32026.05 | 141.87 | 7.23 | |
| FTForget Classes=32026.05 | 156.87 | 7.99 | |
| NegGrad+Forget Classes=32026.05 | 166.93 | 8.5 | |
| SFForget Classes=32026.05 | 169.78 | 8.65 | |
| SCRUBForget Classes=32026.05 | 682.31 | 34.77 | |
| RetrainForget Classes=32026.05 | 1,962.21 | — |