Machine Unlearning on BBCNews unlearning set (Du)
99.4AccuracyPre-unlearn
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Pre-unlearn2026.06 | 99.4 | — | — | |
| Fisherthreshold=0.42026.06 | 99.4 | 89.58 | 0.33 | |
| Cert.-Hess.threshold=0.42026.06 | 99.4 | 88.88 | 0.35 | |
| Relab.+FTthreshold=0.42026.06 | 91.42 | 91.1 | 0.22 | |
| GA+FTthreshold=0.42026.06 | 91.2 | 91.37 | 0.23 | |
| Fine-tunethreshold=0.42026.06 | 90.15 | 89.92 | 0.25 | |
| Retrainthreshold=0.42026.06 | 89.9 | 92.62 | 0.15 | |
| Adv. Retr.threshold=0.42026.06 | 88.98 | 89.98 | 0.25 | |
| Hessianthreshold=0.22026.06 | 82.4 | 73.85 | 0.79 | |
| GAthreshold=0.052026.06 | 64.62 | 51.92 | 1.26 | |
| Relabelthreshold=0.052026.06 | 64.45 | 46.82 | 0.71 |