ResearchBenchmarksMath Reasoning on GSM8K (Accuracy, Steps, TPS)Math Reasoning on GSM8K (Accuracy, Steps, TPS)Follow76.58AccuracyWINO+73.106474.008274.9175.8118May 16, 2026Evaluation resultsMethodMethodLinksAccuracyReasoning StepsStep Reduction FactorTPSTPS Speedup FactorWINO+Backbone=LLaDA-8B-Inst...Backbone=LLaDA-8B-Instruct, Shot=0-shot2026.0576.5837.476.83121.866.86WINOBackbone=LLaDA-8B-Inst...Backbone=LLaDA-8B-Instruct, Shot=0-shot2026.0575.8241.936.1100.535.66LLaDABackbone=LLaDA-8B-Inst...Backbone=LLaDA-8B-Instruct, Shot=0-shot2026.0573.24256117.761