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ResearchFormerly WizWand

Response Similarity on MT-Bench

94.1Response SimilaritySOMA
38.25252.75167.2581.749May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SOMAModel Family=LLaMA2026.0594.1
RouteLLMModel Family=LLaMA2026.0593.2
History-FTModel Family=LLaMA2026.0592.4
History-PrefixModel Family=LLaMA2026.0587.2
LLMLingua-2Model Family=LLaMA2026.0585.3
SurrogateModel Family=LLaMA2026.0577.5
SOMAOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.0569.2
RouteLLMOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.0568
History-FTOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.0562.7
History-PrefixOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.0553.6
LLMLingua-2Original Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.0551.7
SurrogateOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.0540.4