Machine Unlearning on Tiny-ImageNet 3-class forgetting
0.03TimeBiasShift
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BiasShiftForget Classes=32026.05 | 0.03 | 1.91 | |
| TS-BGMForget Classes=32026.05 | 32.18 | 0.2 | |
| TS-BGRMForget Classes=32026.05 | 32.86 | 0.2 | |
| SSDForget Classes=32026.05 | 55.05 | 0.35 | |
| SalUnForget Classes=32026.05 | 141.76 | 0.9 | |
| LB-HRForget Classes=32026.05 | 153.67 | 0.97 | |
| Random-labelForget Classes=32026.05 | 164.88 | 1.05 | |
| FTForget Classes=32026.05 | 249.54 | 1.58 | |
| SFForget Classes=32026.05 | 294.98 | 1.87 | |
| NegGrad+Forget Classes=32026.05 | 555.83 | 3.54 | |
| UNSIRForget Classes=32026.05 | 828.97 | 5.28 | |
| SCRUBForget Classes=32026.05 | 1,208.04 | 7.69 | |
| RetrainForget Classes=32026.05 | 15,699.39 | — |