Adversarial Attack on ChestMNIST (test)
0.03KMRaAnyAttack
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AnyAttackTarget Model=Claude 3.72026.02 | 0.03 | 0.01 | 0 | 4 | |
| SSA-CWATarget Model=Claude 3.72026.02 | 0.04 | 0.03 | 0 | 7 | |
| AttackVLMTarget Model=Claude 3.72026.02 | 0.05 | 0.02 | 0 | 2 | |
| AttackVLMTarget Model=GPT-4o2026.02 | 0.06 | 0.01 | 0 | 3 | |
| SSA-CWATarget Model=GPT-4o2026.02 | 0.06 | 0.03 | 0 | 15 | |
| AnyAttackTarget Model=GPT-4o2026.02 | 0.06 | 0.02 | 0 | 5 | |
| AnyAttackTarget Model=Gemini 2.52026.02 | 0.07 | 0.02 | 0 | 5 | |
| AttackVLMTarget Model=Gemini 2.52026.02 | 0.08 | 0.03 | 0 | 2 | |
| SSA-CWATarget Model=Gemini 2.52026.02 | 0.08 | 0.02 | 0.01 | 14 | |
| M-AttackTarget Model=Claude 3.72026.02 | 0.31 | 0.18 | 0.07 | 31 | |
| M-Attack-V2Target Model=Claude 3.72026.02 | 0.7 | 0.51 | 0.21 | 83 | |
| M-AttackTarget Model=Gemini 2.52026.02 | 0.85 | 0.67 | 0.23 | 96 | |
| M-AttackTarget Model=GPT-4o2026.02 | 0.89 | 0.7 | 0.22 | 92 | |
| M-Attack-V2Target Model=Gemini 2.52026.02 | 0.89 | 0.76 | 0.33 | 95 | |
| M-Attack-V2Target Model=GPT-4o2026.02 | 0.9 | 0.74 | 0.27 | 97 |