Response Similarity on Multi-Char
92.3Response SimilaritySOMA
Evaluation results
| Method | Links | |
|---|---|---|
| SOMAModel Family=LLaMA2026.05 | 92.3 | |
| RouteLLMModel Family=LLaMA2026.05 | 91.4 | |
| History-FTModel Family=LLaMA2026.05 | 89.1 | |
| History-PrefixModel Family=LLaMA2026.05 | 84.7 | |
| LLMLingua-2Model Family=LLaMA2026.05 | 82.9 | |
| SOMAOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 74.2 | |
| RouteLLMOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 72.8 | |
| SurrogateModel Family=LLaMA2026.05 | 70.8 | |
| History-PrefixOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 65.5 | |
| LLMLingua-2Original Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 63.4 | |
| History-FTOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 63.2 | |
| SurrogateOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 44.7 |