| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Malicious prompt detection | VLGuard & MSSBench π = 0.005 | AUROC (VLGuard & MSSBench)0.9195 | 26 | |
| Malicious Prompt Detection | VLGuard & MSSBench | AUROC97.48 | 5 | |
| Malicious Content Detection | VLGuard & MSSBench | Typographic AUROC95.65 | 3 | |
| Safeguarding | VLGuard & MSSBench (test) | Average Score88.71 | 3 |