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Mathematical Reasoning on MATH 500 (Accuracy, Latency, and Throughput)

791.23Throughput (TPS)T3D
652.3796688.4273724.475760.5227Feb 12, 2026

Evaluation results

MethodLinks
T3DDecoding Strategy=Dynamic, Block Size=4, Steps Per Block=4, Confidence Threshold=0.9, Temperature=0.1, Model=SDAR-4B-Chat2026.02791.230.66137.95525.50.494
ReDiDecoding Strategy=Dynamic, Block Size=4, Steps Per Block=4, Confidence Threshold=0.9, Temperature=0.1, Model=SDAR-4B-Chat2026.02715.711.04198.24757.050.27
Naive TDDecoding Strategy=Dynamic, Block Size=4, Steps Per Block=4, Confidence Threshold=0.9, Temperature=0.1, Model=SDAR-4B-Chat2026.02693.850.97177.99678.550.44
dParallelDecoding Strategy=Dynamic, Block Size=4, Steps Per Block=4, Confidence Threshold=0.9, Temperature=0.1, Model=SDAR-4B-Chat2026.02692.080.95170.22653.980.458
OriginalDecoding Strategy=Dynamic, Block Size=4, Steps Per Block=4, Confidence Threshold=0.9, Temperature=0.1, Model=SDAR-4B-Chat2026.02657.721.1196.19721.90.39