ResearchBenchmarksMathematical Reasoning on Math-500 4-shot (test)Follow37.83Throughputd2Cache34.564435.412236.2637.1078Sep 27, 2025Evaluation ResultsMethodMethodLinksThroughputSpeedup RatioLatency (s)Scored2CacheModel=Dream-Inst, Few-...Model=Dream-Inst, Few-shot=4-shot, Gen. Len.=256, Decoding Strategy=Semi-AR parallel decoding2025.0937.8310.87.7442.6d2CacheModel=LLaDA-Inst, Few-...Model=LLaDA-Inst, Few-shot=4-shot, Gen. Len.=256, Decoding Strategy=Semi-AR parallel decoding2025.0934.6911.38.0338.6