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Mathematics Problem Solving on MATH (Score)

9.42ScoreMoHGE-14B
1.00643.19075.3757.5593Apr 25, 2026

Evaluation results

MethodLinks
MoHGE-14BTotal Parameters=14.122B, Activated Parameters of Experts=0.843B2026.049.42
MoE-14BTotal Parameters=16.760B, Activated Parameters of Experts=1.191B2026.047.3
DenseTotal Parameters=1.672B2026.046.82
MoHGE-3BTotal Parameters=2.821B, Activated Parameters of Experts=0.295B2026.041.36
MoE-3BTotal Parameters=3.3614B, Activated Parameters of Experts=0.376B2026.041.34
DenseTotal Parameters=0.807B2026.041.33