General Knowledge Reasoning on MMLU (Accuracy)
54.6AccuracySupermajority Con.
Evaluation Results
| Method | Links | |
|---|---|---|
| Supermajority Con.Backbone=Llama 8B, Protocol=Supermajority Consensus2026.07 | 54.6 | |
| Unanimity Con.Backbone=Llama 8B, Protocol=Unanimity Consensus2026.07 | 54.2 | |
| JudgeBackbone=Llama 8B, Protocol=Judge2026.07 | 53.7 | |
| Simple VotingBackbone=Llama 8B, Protocol=Simple Voting2026.07 | 53.3 | |
| Majority ConsensusBackbone=Llama 8B, Protocol=Majority Consensus2026.07 | 53.2 | |
| Baseline with CoTBackbone=Llama 8B, Protocol=Baseline with Chain of Thought2026.07 | 53.1 | |
| Cumulative VotingBackbone=Llama 8B, Protocol=Cumulative Voting2026.07 | 52.6 | |
| Ranked VotingBackbone=Llama 8B, Protocol=Ranked Voting2026.07 | 49.2 | |
| BaselineBackbone=Llama 8B, Protocol=Standard Baseline2026.07 | 44.8 | |
| Approval VotingBackbone=Llama 8B, Protocol=Approval Voting2026.07 | 43 |