ResearchBenchmarksMath Reasoning on MATH-500 (Accuracy, Steps, TPS)Math Reasoning on MATH-500 (Accuracy, Steps, TPS)Follow34.4AccuracyWINO+31.90432.55233.233.848May 16, 2026Evaluation resultsMethodMethodLinksAccuracySolution StepsStep Reduction FactorTPSTPS Speedup FactorWINO+Backbone=LLaDA-8B-Inst...Backbone=LLaDA-8B-Instruct, Shot=0-shot2026.0534.465.623.964.783.68WINOBackbone=LLaDA-8B-Inst...Backbone=LLaDA-8B-Instruct, Shot=0-shot2026.0534.274.443.4455.863.17LLaDABackbone=LLaDA-8B-Inst...Backbone=LLaDA-8B-Instruct, Shot=0-shot2026.0532256117.621