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LLM Serving on Evol-CodeAlpaca (Average Latency)

154.52Average Latency (ms/token)Oracle SJF
145.3296207.3648269.4331.4352Sep 25, 2025
Updated 4mo ago

Evaluation results

MethodLinks
Oracle SJFModel=DeepSeek-R12025.09154.52
Oracle SJFModel=Llama2025.09155.97
PARSModel=Llama2025.09171.62
PARSModel=DeepSeek-R12025.09171.69
Cross-Model PARSModel=Llama2025.09182.05
Listwise SJFModel=Llama2025.09182.4
Pointwise SJFModel=Llama2025.09184.75
Listwise SJFModel=DeepSeek-R12025.09200.65
Cross-Model PARSModel=DeepSeek-R12025.09201.04
Pointwise SJFModel=DeepSeek-R12025.09203.79
FCFSModel=Llama2025.09384.18
FCFSModel=DeepSeek-R12025.09384.28