Refusal on Refusal benchmark
97.81Alignment ProbabilityINNSTEER
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| INNSTEERBase Model=LLaMA3-3B2026.06 | 97.81 | 5.54 | |
| INNSTEERBase Model=LLaMA3-8B2026.06 | 91.9 | 3.63 | |
| INNSTEERBase Model=Qwen2.5-7B2026.06 | 86.46 | 2.92 | |
| ODEBase Model=LLaMA3-3B2026.06 | 84.6 | 5.2 | |
| TFBase Model=LLaMA3-3B2026.06 | 82.4 | 5.45 | |
| ITIBase Model=LLaMA3-3B2026.06 | 82.1 | 5.35 | |
| LAcTBase Model=LLaMA3-3B2026.06 | 81.5 | 5.3 | |
| INNSTEERBase Model=Qwen2.5-32B2026.06 | 81.09 | 3.65 | |
| HPRBase Model=LLaMA3-3B2026.06 | 80.75 | 5.1 | |
| CAABase Model=LLaMA3-3B2026.06 | 78.47 | 5.24 | |
| RECBase Model=LLaMA3-3B2026.06 | 76.6 | 4.9 | |
| BaseBase Model=LLaMA3-3B2026.06 | 76.52 | 4.89 | |
| PoEBase Model=LLaMA3-3B2026.06 | 75.25 | 4.93 | |
| PoDBase Model=LLaMA3-3B2026.06 | 75.1 | 4.95 | |
| ODEBase Model=LLaMA3-8B2026.06 | 73.5 | 3.27 | |
| ODEBase Model=Qwen2.5-32B2026.06 | 72.3 | 3.7 | |
| TFBase Model=LLaMA3-8B2026.06 | 71.2 | 3.32 | |
| ITIBase Model=LLaMA3-8B2026.06 | 70.4 | 3.3 | |
| LAcTBase Model=LLaMA3-8B2026.06 | 69.9 | 3.29 | |
| TFBase Model=Qwen2.5-32B2026.06 | 69.5 | 3.42 | |
| HPRBase Model=LLaMA3-8B2026.06 | 69.1 | 3.28 | |
| ITIBase Model=Qwen2.5-32B2026.06 | 68.3 | 3.1 | |
| LAcTBase Model=Qwen2.5-32B2026.06 | 67.8 | 3.09 | |
| HPRBase Model=Qwen2.5-32B2026.06 | 66.9 | 3.08 | |
| ODEBase Model=Qwen2.5-7B2026.06 | 66.1 | 2.86 | |
| INNSTEERBase Model=Qwen2.5-3B2026.06 | 65.12 | 2.92 | |
| CAABase Model=LLaMA3-8B2026.06 | 65.11 | 3.16 | |
| RECBase Model=LLaMA3-8B2026.06 | 64.8 | 3.22 | |
| BaseBase Model=LLaMA3-8B2026.06 | 64.68 | 3.21 | |
| PoEBase Model=LLaMA3-8B2026.06 | 63.35 | 3.24 | |
| PoDBase Model=LLaMA3-8B2026.06 | 63.2 | 3.25 | |
| TFBase Model=Qwen2.5-7B2026.06 | 63.2 | 2.89 | |
| ITIBase Model=Qwen2.5-7B2026.06 | 62.5 | 2.88 | |
| LAcTBase Model=Qwen2.5-7B2026.06 | 61.8 | 2.87 | |
| CAABase Model=Qwen2.5-32B2026.06 | 61.45 | 2.96 | |
| HPRBase Model=Qwen2.5-7B2026.06 | 60.9 | 2.86 | |
| RECBase Model=Qwen2.5-32B2026.06 | 59.6 | 3.02 | |
| BaseBase Model=Qwen2.5-32B2026.06 | 59.18 | 3 | |
| PoEBase Model=Qwen2.5-32B2026.06 | 58.3 | 3.04 | |
| PoDBase Model=Qwen2.5-32B2026.06 | 58.1 | 3.05 | |
| CAABase Model=Qwen2.5-7B2026.06 | 56.2 | 2.81 | |
| RECBase Model=Qwen2.5-7B2026.06 | 53.5 | 2.83 | |
| BaseBase Model=Qwen2.5-7B2026.06 | 53.11 | 2.82 | |
| PoEBase Model=Qwen2.5-7B2026.06 | 52 | 2.84 | |
| PoDBase Model=Qwen2.5-7B2026.06 | 51.8 | 2.85 | |
| ODEBase Model=Qwen2.5-3B2026.06 | 48.8 | 3.18 | |
| TFBase Model=Qwen2.5-3B2026.06 | 46.1 | 3.22 | |
| ITIBase Model=Qwen2.5-3B2026.06 | 45.2 | 3.2 | |
| LAcTBase Model=Qwen2.5-3B2026.06 | 44.7 | 3.19 | |
| HPRBase Model=Qwen2.5-3B2026.06 | 43.8 | 3.18 | |
| CAABase Model=Qwen2.5-3B2026.06 | 38.58 | 3.11 | |
| RECBase Model=Qwen2.5-3B2026.06 | 36.2 | 3.12 | |
| BaseBase Model=Qwen2.5-3B2026.06 | 35.78 | 3.11 | |
| PoEBase Model=Qwen2.5-3B2026.06 | 35.05 | 3.14 | |
| PoDBase Model=Qwen2.5-3B2026.06 | 34.9 | 3.15 |