Adversarial Attack on MME Targeted
59.81ASRMPCAttack
Evaluation results
| Method | Links | |
|---|---|---|
| MPCAttackVictim Model=InternVL3-8B2026.03 | 59.81 | |
| FOA-AttackVictim Model=InternVL3-8B2026.03 | 47.09 | |
| M-AttackVictim Model=InternVL3-8B2026.03 | 44.23 | |
| MPCAttackVictim Model=glm-4.1v-9b-thinking2026.03 | 43.39 | |
| MPCAttackVictim Model=LLaVa-1.5-7B2026.03 | 42.29 | |
| MPCAttackVictim Model=Average2026.03 | 39.34 | |
| FOA-AttackVictim Model=glm-4.1v-9b-thinking2026.03 | 38.5 | |
| FOA-AttackVictim Model=LLaVa-1.5-7B2026.03 | 36.98 | |
| M-AttackVictim Model=LLaVa-1.5-7B2026.03 | 35.38 | |
| M-AttackVictim Model=glm-4.1v-9b-thinking2026.03 | 34.46 | |
| FOA-AttackVictim Model=Average2026.03 | 33.44 | |
| M-AttackVictim Model=Average2026.03 | 31 | |
| MPCAttackVictim Model=Qwen2.5-VL-7B-Instruct2026.03 | 11.88 | |
| FOA-AttackVictim Model=Qwen2.5-VL-7B-Instruct2026.03 | 11.2 | |
| M-AttackVictim Model=Qwen2.5-VL-7B-Instruct2026.03 | 9.94 |