Language Modeling on Model-generated outputs
5.45PPL (Mistral-7B)Mean-AcT
Evaluation results
| Method | Links | |
|---|---|---|
| Mean-AcTModel=Llama3-8B, Sequential=false2025.10 | 5.45 | |
| Linear-AcTModel=Llama3-8B, Sequential=true2025.10 | 5.46 | |
| CAAModel=Llama3-8B, Sequential=false2025.10 | 5.5 | |
| Linear-AcTModel=Llama3-8B, Sequential=false2025.10 | 5.56 | |
| OriginalModel=Llama3-8B, Sequential=false2025.10 | 5.68 | |
| Mean-AcTModel=Llama3-8B, Sequential=true2025.10 | 5.71 | |
| ActADDModel=Llama3-8B, Sequential=false2025.10 | 5.85 | |
| AURAModel=Llama3-8B, Sequential=false2025.10 | 6.05 | |
| PID-AcTModel=Llama3-8B, Sequential=true2025.10 | 6.08 | |
| ITI-CModel=Llama3-8B, Sequential=false2025.10 | 6.17 | |
| ActADDModel=Gemma2-2B, Sequential=false2025.10 | 6.67 | |
| OriginalModel=Gemma2-2B, Sequential=false2025.10 | 6.68 | |
| Mean-AcTModel=Gemma2-2B, Sequential=false2025.10 | 6.81 | |
| CAAModel=Gemma2-2B, Sequential=false2025.10 | 6.85 | |
| Mean-AcTModel=Gemma2-2B, Sequential=true2025.10 | 6.97 | |
| PID-AcTModel=Gemma2-2B, Sequential=true2025.10 | 7.02 | |
| AURAModel=Gemma2-2B, Sequential=false2025.10 | 7.04 | |
| Linear-AcTModel=Gemma2-2B, Sequential=true2025.10 | 7.13 | |
| Linear-AcTModel=Gemma2-2B, Sequential=false2025.10 | 7.24 | |
| ITI-CModel=Gemma2-2B, Sequential=false2025.10 | 7.44 |