Open-ended Hallucination Evaluation on Open-ended hallucination benchmark
1.46ScoreREC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RECModel=Qwen2.5-3B2026.06 | 1.46 | 4.22 | |
| PoDModel=Qwen2.5-3B2026.06 | 1.44 | 4.21 | |
| BaseModel=Qwen2.5-3B2026.06 | 1.4 | 4.19 | |
| RECModel=LLaMA3-3B2026.06 | 1.4 | 5.32 | |
| PoDModel=LLaMA3-3B2026.06 | 1.38 | 5.31 | |
| PoEModel=Qwen2.5-3B2026.06 | 1.38 | 4.24 | |
| BaseModel=LLaMA3-3B2026.06 | 1.34 | 5.33 | |
| PoEModel=LLaMA3-3B2026.06 | 1.32 | 5.28 | |
| RECModel=Qwen2.5-7B2026.06 | 1.32 | 3.26 | |
| PoDModel=Qwen2.5-7B2026.06 | 1.3 | 3.25 | |
| BaseModel=Qwen2.5-7B2026.06 | 1.28 | 3.23 | |
| CAAModel=Qwen2.5-3B2026.06 | 1.28 | 4.32 | |
| PoEModel=Qwen2.5-7B2026.06 | 1.26 | 3.28 | |
| HPRModel=Qwen2.5-3B2026.06 | 1.26 | 4.35 | |
| RECModel=LLaMA3-8B2026.06 | 1.26 | 2.99 | |
| CAAModel=LLaMA3-3B2026.06 | 1.24 | 5.2 | |
| PoDModel=LLaMA3-8B2026.06 | 1.24 | 2.95 | |
| BaseModel=LLaMA3-8B2026.06 | 1.22 | 2.94 | |
| HPRModel=LLaMA3-3B2026.06 | 1.22 | 5.4 | |
| INNSTEERModel=Qwen2.5-3B2026.06 | 1.22 | 4.31 | |
| PoEModel=LLaMA3-8B2026.06 | 1.2 | 2.97 | |
| ITIModel=Qwen2.5-3B2026.06 | 1.2 | 4.38 | |
| CAAModel=Qwen2.5-7B2026.06 | 1.18 | 3.51 | |
| LAcTModel=Qwen2.5-3B2026.06 | 1.18 | 4.37 | |
| INNSTEERModel=LLaMA3-3B2026.06 | 1.18 | 5.16 | |
| ITIModel=LLaMA3-3B2026.06 | 1.16 | 5.45 | |
| HPRModel=Qwen2.5-7B2026.06 | 1.16 | 3.49 | |
| ODEModel=Qwen2.5-3B2026.06 | 1.16 | 4.4 | |
| LAcTModel=LLaMA3-3B2026.06 | 1.14 | 5.44 | |
| TFModel=Qwen2.5-3B2026.06 | 1.14 | 4.42 | |
| CAAModel=LLaMA3-8B2026.06 | 1.12 | 3 | |
| ODEModel=LLaMA3-3B2026.06 | 1.12 | 5.46 | |
| ITIModel=Qwen2.5-7B2026.06 | 1.1 | 3.55 | |
| HPRModel=LLaMA3-8B2026.06 | 1.1 | 3.03 | |
| TFModel=LLaMA3-3B2026.06 | 1.1 | 5.48 | |
| RECModel=Qwen2.5-32B2026.06 | 1.08 | 2.91 | |
| LAcTModel=Qwen2.5-7B2026.06 | 1.08 | 3.53 | |
| PoDModel=Qwen2.5-32B2026.06 | 1.06 | 2.91 | |
| ODEModel=Qwen2.5-7B2026.06 | 1.06 | 3.57 | |
| BaseModel=Qwen2.5-32B2026.06 | 1.04 | 2.9 | |
| ITIModel=LLaMA3-8B2026.06 | 1.04 | 3.05 | |
| TFModel=Qwen2.5-7B2026.06 | 1.04 | 3.6 | |
| PoEModel=Qwen2.5-32B2026.06 | 1.02 | 2.92 | |
| LAcTModel=LLaMA3-8B2026.06 | 1.02 | 3.04 | |
| ODEModel=LLaMA3-8B2026.06 | 1 | 3.06 | |
| CAAModel=Qwen2.5-32B2026.06 | 0.98 | 2.96 | |
| TFModel=LLaMA3-8B2026.06 | 0.98 | 3.07 | |
| INNSTEERModel=Qwen2.5-7B2026.06 | 0.98 | 3.45 | |
| HPRModel=Qwen2.5-32B2026.06 | 0.96 | 2.98 | |
| INNSTEERModel=LLaMA3-8B2026.06 | 0.94 | 2.98 | |
| ITIModel=Qwen2.5-32B2026.06 | 0.92 | 3 | |
| LAcTModel=Qwen2.5-32B2026.06 | 0.9 | 2.99 | |
| ODEModel=Qwen2.5-32B2026.06 | 0.88 | 3.01 | |
| TFModel=Qwen2.5-32B2026.06 | 0.86 | 3.03 | |
| INNSTEERModel=Qwen2.5-32B2026.06 | 0.82 | 2.88 |