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Mathematical Reasoning on GSM8K (Score)

75.36ScoreZOPO
71.6544872.6164973.578574.54051Mar 5, 2024

Evaluation results

MethodLinks
ZOPOPrompt Mode=zero-shot CoT, Prompt=Let's find the solution by using the given information.2024.0375.36
INSTINCTPrompt Mode=zero-shot CoT, Prompt=Let's think about it.2024.0374.526
EvoPromptPrompt Mode=zero-shot CoT, Prompt=Let's attempt to analyze the situation and give it a shot.2024.0374.526
InstructZeroPrompt Mode=zero-shot CoT, Prompt=Let's use the prompt to solve the problem.2024.0374.299
hand-craftPrompt Mode=zero-shot CoT, Prompt=Let's think step by step.2024.0371.797