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Mathematical Reasoning on GSM8K (Exact Match Accuracy)

95.9Exact Match AccuracyWORC+AC
86.85289.20191.5593.899Apr 17, 2026

Evaluation results

MethodLinks
WORC+AC2026.0495.9
AoT2026.0495
FoTn (sampling size)=82026.0494
AFlow2026.0493.5
AgentChain2026.0492.4
CoT-SCn (sampling size)=52026.0492
Self-Refine2026.0491.7
CoT2026.0490.9
Analogical Prompting2026.0487.2