Hallucination Induction on POPE Exact
100Success RatePGD
Evaluation Results
| Method | Links | |
|---|---|---|
| PGDPerturbation Budget=16/2552026.05 | 100 | |
| VMAPerturbation Budget=16/2552026.05 | 100 | |
| Attention HijackingPerturbation Budget=16/2552026.05 | 100 | |
| PGDPerturbation Budget=8/2552026.05 | 98 | |
| MIMPerturbation Budget=8/2552026.05 | 98 | |
| MIMPerturbation Budget=16/2552026.05 | 98 | |
| VMAPerturbation Budget=8/2552026.05 | 97 | |
| Attention HijackingPerturbation Budget=8/2552026.05 | 96 | |
| PGDPerturbation Budget=0/2552026.05 | 22 | |
| MIMPerturbation Budget=0/2552026.05 | 22 | |
| VMAPerturbation Budget=0/2552026.05 | 22 | |
| Attention HijackingPerturbation Budget=0/2552026.05 | 22 |