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Mathematical Reasoning on GSM8K (Score %)

93.37AccuracyLAMaS
92.184492.492292.893.1078Jan 15, 2026

Evaluation results

MethodLinks
LAMaSCost=0.88, CP len=913.52026.0193.37
MaASCost=0.56, CP len=1474.62026.0193.13
CoT*5+SCCost=1.96, CP len=488.32026.0192.99
GenerateCost=0.31, CP len=405.22026.0192.8
Gen-CoTCost=0.32, CP len=345.82026.0192.23