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Reasoning on GSM8K zero-shot (accuracy)

86.9AccuracyIn-Writing-Base
74.21277.50680.884.094Jan 12, 2026

Evaluation results

MethodLinks
In-Writing-BaseModel=Gemma2-9B-it, Prompting=Zero-shot, Variations=92026.0186.9
NL-to-FormatModel=Gemma2-9B-it, Prompting=Zero-shot, Variations=92026.0186.5
In-Writing-BaseModel=LLaMA3-8B-it, Prompting=Zero-shot, Variations=92026.0177.9
NL-to-FormatModel=LLaMA3-8B-it, Prompting=Zero-shot, Variations=92026.0174.7