Binary Question Answering on BoolQ
85.22Accuracy (Neutral)MoLaCE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MoLaCEModel=Mistral2025.12 | 85.22 | 85.76 | 86.34 | 78.63 | |
| MoLaCE + DebateModel=Mistral2025.12 | 85.21 | 84.11 | 84.12 | 75.68 | |
| MoLaCE + DebateModel=LLaMA2025.12 | 78.21 | 78.23 | 77.89 | 72.11 | |
| MoLaCEModel=LLaMA2025.12 | 75.12 | 79.1 | 76.34 | 69.39 | |
| DebateModel=Mistral2025.12 | 72.9 | 75.1 | 73.3 | 58.46 | |
| Debate+Model=Mistral2025.12 | 71.9 | 78.76 | 69.39 | 51.22 | |
| MoLaCE + DebateModel=Phi2025.12 | 67.12 | 67.99 | 66.29 | 59.48 | |
| Debate+Model=LLaMA2025.12 | 66.7 | 69.83 | 69.71 | 54.99 | |
| Raw modelModel=LLaMA2025.12 | 65.7 | 65.8 | 65.7 | 62.8 | |
| DebateModel=LLaMA2025.12 | 62.19 | 63.89 | 65.54 | 52.48 | |
| MoLaCEModel=Phi2025.12 | 61.9 | 69.89 | 65 | 47.32 | |
| Raw modelModel=Mistral2025.12 | 61.9 | 60.1 | 60.3 | 56.2 | |
| Debate+Model=Phi2025.12 | 58.22 | 58.97 | 57.91 | 52.23 | |
| DebateModel=Phi2025.12 | 57.11 | 58.23 | 57.53 | 39.23 | |
| Raw modelModel=Phi2025.12 | 46.1 | 46.1 | 46.6 | 36.1 |