| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Jailbreak Attack | Qwen-VL | ASR (%)99 | 11 | |
| Jailbreak Attack | Qwen3-VL-8B | ASR1.2 | 9 | |
| Prompt Injection Defense | Qwen2.5-VL-7B Video Evaluation Set | UIAinject46.5 | 7 | |
| Targeted Adversarial Attack | Qwen3-VL 8B | Attack Result 176 | 4 |