| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Jailbreak Attack Resistance Evaluation | Jailbreak | MMLU62.3 | 40 | |
| Classification | JAILBREAK (test) | Accuracy98.8 | 32 | |
| Jailbreak | Jailbreak | MMLU65.5 | 20 | |
| Steering | Jailbreak | Steering Success82.5 | 11 | |
| Jailbreak Robustness | Jailbreak Cipher, CodeChameleon (test) | Cipher Success Rate95.75 | 10 | |
| Adversarial Robustness | Jailbreak Structured-based | Perplexity2.62 | 9 | |
| Adversarial Robustness | Jailbreak Perturbation-based | Perplexity2.58 | 9 | |
| Jailbreaking | JailBreak | LG4 ASR1 | 8 |