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Coding ability on OpenAI HumanEval (Score, TPF)

51.22HumanEval ScoreBaseline
33.467238.076142.68547.2939Oct 7, 2025

Evaluation results

MethodLinks
BaselineModel=LLaDA-MoE-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1051.221
Fast-dLLMModel=LLaDA-MoE-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1051.224.97
CreditDecodingModel=LLaDA-MoE-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1051.226
CreditDecodingModel=LLaDA-8B-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1036.594.69
BaselineModel=LLaDA-8B-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1034.761
Fast-dLLMModel=LLaDA-8B-Instruct, Gen Length=256, Block Size=64, Early Stop=true2025.1034.153.82