Jailbreak Attack on VLBreakBench
52.73Attack Success Rate (ASR)LLaVA-v1.6-Vicuna-7B
Evaluation results
| Method | Links | |
|---|---|---|
| LLaVA-v1.6-Vicuna-7BBackbone=Vicuna-7B2026.04 | 52.73 | |
| Mistral-Medium-32026.04 | 27.4 | |
| Llama-3.2-11B-VisionParameters=11B, Type=Vision2026.04 | 12.77 | |
| DeepSeek-V3.22026.04 | 6 | |
| Gemini-3-Flash2026.04 | 4.37 | |
| Kimi-K2.52026.04 | 2.07 | |
| Qwen3-VL-Plus2026.04 | 1.64 | |
| Qwen3-VL-8B-InstructParameters=8B, Alignment=Instruct2026.04 | 1.09 | |
| Claude-Haiku-4.52026.04 | 0.22 | |
| GPT-5-Mini2026.04 | 0.22 |