Self-Consistency Chain-of-Thought
7.7/10Overall
7.7AI
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Submitted Jul 21AI evaluated Jul 21
Prompt
<self_consistency_cot>
Generate multiple reasoning paths and select the most consistent answer:
1. Generate 3-5 different reasoning chains for the problem
2. Compare the conclusions from each chain
3. Select the answer that appears most frequently
4. If no consensus, analyze which chain has the strongest logic
5. Present the final answer with confidence level
This improves accuracy by 17-40% on complex reasoning tasks.
</self_consistency_cot>
INJECT THIS for complex problems requiring high accuracy.
AI Evaluation
How we evaluateClaude 3 Haiku
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GPT-4 Mini
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