LLM Unlearning on WMDP Cyber
68.5Forget RateBase Model
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Base Model2026.04 | 68.5 | 88.1 | 96.3 | 60.7 | 0 | |
| SFT2026.04 | 34.2 | 87.1 | 95.3 | 44.7 | 45.8 | |
| DUETET=true2026.04 | 25.5 | 91.1 | 95.3 | 24.7 | 71.7 | |
| Ensemble Teacher (ET)2026.04 | 20.8 | 64.4 | 86 | 50.7 | 23.2 | |
| NGDiff2026.04 | 17.3 | 63.8 | 90.6 | 40 | 41.88 | |
| MOLLM2026.04 | 17.2 | 66.3 | 89.7 | 35.3 | 48.17 | |
| MULE2026.04 | 8.1 | 89.1 | 88.8 | 5.1 | 106.5 | |
| Upper Bound2026.04 | 6.7 | 93.1 | 90.7 | 3.3 | 118.6 |