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Mathematical Reasoning on GSM8K (Score, TPF)

78.47ScoreFast-dLLM
74.20675.31376.4277.527Oct 7, 2025

Evaluation results

MethodLinks
Fast-dLLMModel=LLaDA-8B-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1078.473.22
BaselineModel=LLaDA-8B-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1077.941
CreditDecodingModel=LLaDA-8B-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1077.183.87
CreditDecodingModel=LLaDA-MoE-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1074.982.68
Fast-dLLMModel=LLaDA-MoE-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1074.452.28
BaselineModel=LLaDA-MoE-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1074.371