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General Reasoning on TruthfulQA

55.6AccuracyFull-step decoding
33.55239.2764550.724Aug 27, 2025

Evaluation results

MethodLinks
Full-step decodingModel=Dream-7B-Instruct, Decoding Strategy=Full-step, Evaluation Setting=Zero-shot2025.0855.6——
ProphetModel=Dream-7B-Instruct, Decoding Strategy=Prophet, Evaluation Setting=Zero-shot2025.0853.2-2.41.83
ProphetModel=LLaDA-8B-Instruct, Decoding Strategy=Prophet, Evaluation Setting=Zero-shot2025.0846.111.72.31
Full-step decodingModel=LLaDA-8B-Instruct, Decoding Strategy=Full-step, Evaluation Setting=Zero-shot2025.0834.4——