Adversarial Attack on 1,000-pair benchmark Qwen3-VL-32B
60.1ASRFRA-Attack
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FRA-AttackSimilarity Threshold=0.72026.05 | 60.1 | 61.7 | |
| M-Attack-V2Similarity Threshold=0.72026.05 | 52.2 | 56.7 | |
| FOA-AttackSimilarity Threshold=0.72026.05 | 38.7 | 49.1 | |
| M-AttackSimilarity Threshold=0.72026.05 | 33.6 | 45.9 | |
| AttackVLMSimilarity Threshold=0.72026.05 | 1 | 5.8 | |
| AdvDiffVLMSimilarity Threshold=0.72026.05 | 0 | 4.6 | |
| SSA-CWASimilarity Threshold=0.72026.05 | 0 | 4.3 | |
| AnyAttackSimilarity Threshold=0.72026.05 | 0 | 5.2 |