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Benchmarks
Mathematical Reasoning on GSM8K (test) (Accuracy, Throughput, Speedup)
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70.7
Accuracy
LLaDA
67.788
68.544
69.3
70.056
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
70.7
4.49
1
Fast-dLLM (Prefix-Cache)
Model=LLaDA-Base, #Sho...
2026.01
68.8
14.71
3.28
DKV-Cache
Model=LLaDA-Base, #Sho...
2026.01
68.7
8.07
1.8
Window-Diffusion
Model=LLaDA-Base, #Sho...
2026.01
68.5
25.14
5.6
Fast-dLLM (Dual-Cache)
Model=LLaDA-Base, #Sho...
2026.01
67.9
17.28
3.85
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