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LMSYS-Chat-1M dataset and benchmarks · SOTA2 Research

Research Datasets

LMSYS-Chat-1M

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Output Length Prediction

LMSYS-Chat-1M (test)

45.71MAE

16

Ranking Prediction

LMSYS-Chat-1M R1

0.5Kendall's Tau

4

Multi-Objective Routing in LLM Serving

LMSYS-Chat-1M 1.0 (test)

0.67Average EEL

3

Ranking Prediction

LMSYS-Chat-1M GPT-4

0.72Kendall's Tau

3

Popular tasks

Ranking Prediction Output Length Prediction Multi-Objective Routing in LLM Serving

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