Machine Unlearning on CIFAR10 (MIA, RA, TA, RT)
51MIAGA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GAMMCRs=w/o2026.05 | 51 | 97.51 | 78.92 | 0.285 | |
| GAMMCRs=w2026.05 | 54 | 97.83 | 79.96 | 0.273 | |
| VBUMMCRs=w/o2026.05 | 54 | 97.12 | 79.37 | 0.324 | |
| SalUnMMCRs=w/o2026.05 | 54 | 98.78 | 80.42 | 2.423 | |
| RFUMMCRs=w/o2026.05 | 55 | 97.78 | 79.24 | 0.503 | |
| SalUnMMCRs=w2026.05 | 55 | 98.85 | 80.83 | 2.432 | |
| ManiF-SMCMMCRs=w/o2026.05 | 55 | 98.86 | 80.58 | 2.45 | |
| VBUMMCRs=w2026.05 | 56 | 97.82 | 80.23 | 0.331 | |
| RFUMMCRs=w2026.05 | 56 | 98.57 | 80.89 | 0.522 | |
| ManiF-SMCMMCRs=w2026.05 | 59 | 99.04 | 81.75 | 2.372 | |
| RetrainingMMCRs=w/o2026.05 | 61 | 98.92 | 82.24 | 1,742 | |
| RetrainingMMCRs=w2026.05 | 61 | 99.28 | 82.48 | 1,783.4 |