Adversarial Attack on MME Untargeted
83.49ASRMPCAttack
Evaluation results
| Method | Links | |
|---|---|---|
| MPCAttackVictim Model=LLaVa-1.5-7B2026.03 | 83.49 | |
| FOA-AttackVictim Model=LLaVa-1.5-7B2026.03 | 71.52 | |
| M-AttackVictim Model=LLaVa-1.5-7B2026.03 | 70.18 | |
| MPCAttackVictim Model=Average2026.03 | 48.06 | |
| MPCAttackVictim Model=InternVL3-8B2026.03 | 45.32 | |
| FOA-AttackVictim Model=Average2026.03 | 38.77 | |
| M-AttackVictim Model=Average2026.03 | 38 | |
| FOA-AttackVictim Model=InternVL3-8B2026.03 | 32.69 | |
| MPCAttackVictim Model=Qwen2.5-VL-7B-Instruct2026.03 | 31.84 | |
| MPCAttackVictim Model=glm-4.1v-9b-thinking2026.03 | 31.59 | |
| M-AttackVictim Model=InternVL3-8B2026.03 | 30.92 | |
| M-AttackVictim Model=Qwen2.5-VL-7B-Instruct2026.03 | 26.2 | |
| FOA-AttackVictim Model=Qwen2.5-VL-7B-Instruct2026.03 | 26.2 | |
| M-AttackVictim Model=glm-4.1v-9b-thinking2026.03 | 24.68 | |
| FOA-AttackVictim Model=glm-4.1v-9b-thinking2026.03 | 24.68 |