Unlearning on TOFU (forget01)
92Forgetting Quality (F.Q.)OBLIVIATE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OBLIVIATEUnlearning Dataset=BiForget2026.01 | 92 | 65 | |
| RMUUnlearning Dataset=BiForget2026.01 | 79 | 64 | |
| RMUUnlearning Dataset=Official2026.01 | 77 | 64 | |
| NPOUnlearning Dataset=BiForget2026.01 | 33 | 56 | |
| NPOUnlearning Dataset=Official2026.01 | 27 | 57 | |
| Grad. AscentUnlearning Dataset=BiForget2026.01 | 14 | 50 | |
| Grad. DiffUnlearning Dataset=BiForget2026.01 | 13 | 53 | |
| OBLIVIATEUnlearning Dataset=Official2026.01 | 8 | 65 | |
| Grad. DiffUnlearning Dataset=Official2026.01 | 3 | 55 | |
| Grad. AscentUnlearning Dataset=Official2026.01 | 1 | 52 |