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Mathematical Reasoning on GSM8K CoT LLaDA-8B-Instruct (test)

80.51ScoreAnchor-based History-stable Decoding
79.490879.755480.0280.2846Apr 10, 2026

Evaluation results

MethodLinks
Anchor-based History-stable DecodingBase Model=LLaDA-8B-Instruct2026.0480.513.4175.06
Fast_dLLMBase Model=LLaDA-8B-Instruct2026.0480.293.4175.1
KLASSBase Model=LLaDA-8B-Instruct2026.0480.061.99128.64
PC-samplerBase Model=LLaDA-8B-Instruct2026.0479.981256
SaberBase Model=LLaDA-8B-Instruct2026.0479.613.3576.49
LLaDABase Model=LLaDA-8B-Instruct2026.0479.531256