Response Similarity on MT-Bench
94.1Response SimilaritySOMA
Evaluation Results
| Method | Links | |
|---|---|---|
| SOMAModel Family=LLaMA2026.05 | 94.1 | |
| RouteLLMModel Family=LLaMA2026.05 | 93.2 | |
| History-FTModel Family=LLaMA2026.05 | 92.4 | |
| History-PrefixModel Family=LLaMA2026.05 | 87.2 | |
| LLMLingua-2Model Family=LLaMA2026.05 | 85.3 | |
| SurrogateModel Family=LLaMA2026.05 | 77.5 | |
| SOMAOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 69.2 | |
| RouteLLMOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 68 | |
| History-FTOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 62.7 | |
| History-PrefixOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 53.6 | |
| LLMLingua-2Original Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 51.7 | |
| SurrogateOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 40.4 |