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Mathematical Reasoning on MATH (Accuracy and Threshold Metrics)

117.3Threshold ScoreBICACHE + Fast-dLLM
58.33273.64188.95104.259May 26, 2026

Evaluation results

MethodLinks
BICACHE + Fast-dLLMcaching=BICACHE, optimization=Fast-dLLM2026.05117.315
vLLMframework=vLLM2026.0587.20
BICACHEcaching=BICACHE2026.0586.517.6
Fast-dLLMoptimization=Fast-dLLM2026.0572.119
No cachingcaching=None2026.0560.614.6