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Benchmarks
Mathematical Reasoning on MATH (test) (Accuracy + Throughput/Speed)
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30.1
Accuracy
LLaDA
25.316
26.558
27.8
29.042
Jan 28, 2026
Accuracy
Throughput (tokens/s)
Relative Speedup
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Throughput (tokens/s)
Relative Speedup
LLaDA
Model=LLaDA-Base, #Sho...
2026.01
30.1
5.06
1
Fast-dLLM (Prefix-Cache)
Model=LLaDA-Base, #Sho...
2026.01
28.5
15.39
3.04
DKV-Cache
Model=LLaDA-Base, #Sho...
2026.01
27.8
8.79
1.74
Window-Diffusion
Model=LLaDA-Base, #Sho...
2026.01
26.2
25.93
5.12
Fast-dLLM (Dual-Cache)
Model=LLaDA-Base, #Sho...
2026.01
25.5
18.37
3.63
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