Machine Unlearning on R-TOFU 10% (Forget10)
0.7211MU ScoreTarget Model
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Target Model2026.04 | 0.7211 | 0.136 | 0.0516 | 51.94 | 52.0669 | 61.71 | |
| CiPO2026.04 | 0.6629 | 0.5544 | 0.4468 | 51.23 | 31.2945 | 58.83 | |
| NPO2026.04 | 0.6327 | 0.2879 | 0.3069 | 23.57 | 612.2359 | 0 | |
| ReasonedIDK2026.04 | 0.6069 | 0.398 | 0.3077 | 23.32 | 507.7553 | 0 | |
| R2MU2026.04 | 0.5169 | 0.5063 | 0.573 | 48.74 | 57.0861 | 56.56 | |
| AnswerIDK2026.04 | 0.2317 | 0.9023 | 0.093 | 23.56 | 565.7602 | 0 | |
| DirectIDK2026.04 | 0.1124 | 0.9574 | 0.9052 | 23.29 | 539.5634 | 0 | |
| GA2026.04 | 0 | 0.967 | 1 | — | — | — | |
| GD2026.04 | 0 | 0.967 | 1 | — | — | — |