Adversarial Knowledge Recovery on MLLMU-Bench (test)
42.9Test AccuracyPOPS (full)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| POPS (full)Applied to=Unlearned (GA), Components=Full attack pipeline2026.07 | 42.9 | 46.1 | 18.2 | 43.47 | 82 | |
| PromptSuffixApplied to=Unlearned (GA), Optimization Level=OOD-guided suffix2026.07 | 42.5 | 44.7 | 17.65 | 43.51 | 70 | |
| GCGApplied to=Unlearned (GA), Optimization Level=Token-level2026.07 | 41.8 | 42.1 | 16.2 | 42.1 | 48 | |
| Unlearned (GA)Method=Unlearned (GA)2026.07 | 40.2 | 38.7 | 14.51 | 41.53 | 0 |