LLM Safety and Informativeness Evaluation on PKU-Safe
90.83Safety RateSafeMoE-XL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SafeMoE-XLVariant=XL2026.05 | 90.83 | 8.1 | |
| Oyster-I 14BParameters=14B2026.05 | 90.6 | 8.1 | |
| RealSafe-R12026.05 | 74.6 | 7.8 | |
| SafeMoE-QwenBackbone=Qwen2026.05 | 62.3 | 7.4 | |
| Zephyr2026.05 | 54.1 | 7.8 | |
| Deepseek-R1-QwenBackbone=Qwen2026.05 | 51.8 | 7.3 | |
| SN-Tune2026.05 | 39.8 | 4.7 | |
| Mistral-SFT2026.05 | 25.8 | 7.1 | |
| Mistral-7BParameters=7B2026.05 | 17.3 | 5.6 | |
| Qwen-3BParameters=3B2026.05 | 11.6 | 6.9 | |
| SafeLoRA2026.05 | 10 | 3.8 |