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ResearchFormerly WizWand

Hallucination Induction on POPE (Others)

95.6Success RateAttention Hijacking
21.13640.46859.879.132May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Attention HijackingPerturbation Budget=16/2552026.0595.6
Attention HijackingPerturbation Budget=8/2552026.0582
PGDPerturbation Budget=16/2552026.0539.6
MIMPerturbation Budget=16/2552026.0536.4
PGDPerturbation Budget=8/2552026.0533.6
MIMPerturbation Budget=8/2552026.0533.6
VMAPerturbation Budget=16/2552026.0526.8
VMAPerturbation Budget=8/2552026.0524