| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AdvBench LLM Classifier (test) | SEMA | TASR@19,260 | 39 | 3mo ago | |
| HarmBench Classifier (test) | SEMA | TASR@188.6 | 37 | 3mo ago | |
| Kimi K2.5 | FRA-Attack | ASR (%)69 | 16 | 12d ago | |
| Llama 11B-V 3.2 | FRA-Attack | Attack Success Rate (ASR)57.3 | 16 | 12d ago | |
| GLM 4.6V | FRA-Attack | ASR87.1 | 16 | 12d ago | |
| Gemma 27B-it 3 | M-Attack-V2 | ASR (%)30.2 | 8 | 12d ago | |
| Qwen3-VL-32B | FRA-Attack | ASR77.6 | 8 | 12d ago | |
| Qwen3 VL 8B | FRA-Attack | ASR80.6 | 8 | 12d ago | |
| ImageNet | DSM-RaPA | Performance (ViT)50.8 | 5 | 1mo ago |
