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ResearchFormerly WizWand

Hallucination Induction on POPE Exact

100Success RatePGD
18.8839.946182.06May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PGDPerturbation Budget=16/2552026.05100
VMAPerturbation Budget=16/2552026.05100
Attention HijackingPerturbation Budget=16/2552026.05100
PGDPerturbation Budget=8/2552026.0598
MIMPerturbation Budget=8/2552026.0598
MIMPerturbation Budget=16/2552026.0598
VMAPerturbation Budget=8/2552026.0597
Attention HijackingPerturbation Budget=8/2552026.0596
PGDPerturbation Budget=0/2552026.0522
MIMPerturbation Budget=0/2552026.0522
VMAPerturbation Budget=0/2552026.0522
Attention HijackingPerturbation Budget=0/2552026.0522