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LLM Serving on Evol-CodeAlpaca (Average Latency)
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154.52
Average Latency (ms/token)
Oracle SJF
145.3296
207.3648
269.4
331.4352
Sep 25, 2025
Average Latency (ms/token)
Updated 26d ago
Evaluation Results
Method
Method
Links
Average Latency (ms/token)
Oracle SJF
Model=DeepSeek-R1
2025.09
154.52
Oracle SJF
Model=Llama
2025.09
155.97
PARS
Model=Llama
2025.09
171.62
PARS
Model=DeepSeek-R1
2025.09
171.69
Cross-Model PARS
Model=Llama
2025.09
182.05
Listwise SJF
Model=Llama
2025.09
182.4
Pointwise SJF
Model=Llama
2025.09
184.75
Listwise SJF
Model=DeepSeek-R1
2025.09
200.65
Cross-Model PARS
Model=DeepSeek-R1
2025.09
201.04
Pointwise SJF
Model=DeepSeek-R1
2025.09
203.79
FCFS
Model=Llama
2025.09
384.18
FCFS
Model=DeepSeek-R1
2025.09
384.28
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