Adversarial Robustness on HarmBench
56.25DRBase
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BaseModel=Mistral-7B2025.05 | 56.25 | 46.25 | 43.75 | 67.5 | |
| CAPOModel=Mistral-7B2025.05 | 33.75 | 27.5 | 40 | 53.75 | |
| DPOModel=Mistral-7B2025.05 | 32.5 | 33 | 33.75 | 58.75 | |
| APL (w/o Adv)Model=Mistral-7B2025.05 | 31.25 | 30.5 | 37.5 | 55 | |
| APL (RM)Model=Mistral-7B2025.05 | 22.5 | 23.25 | 22.5 | 48.75 | |
| APLModel=Mistral-7B2025.05 | 11.25 | 16 | 23.75 | 41.25 | |
| BaseModel=Llama-3-8B2025.05 | 7.5 | 14 | 17.5 | 16.25 | |
| CAPOModel=Llama-3-8B2025.05 | 7.5 | 14 | 15 | 23.19 | |
| APL (RM)Model=Llama-3-8B2025.05 | 7.5 | 13 | 10.67 | 15 | |
| DPOModel=Llama-3-8B2025.05 | 6.25 | 11.75 | 15 | 16.25 | |
| APL (w/o Adv)Model=Llama-3-8B2025.05 | 6.25 | 12.75 | 13.75 | 13.75 | |
| APLModel=Llama-3-8B2025.05 | 6.25 | 11 | 6.25 | 13.75 |