Response Similarity on ReMeDi
93.2Response SimilaritySOMA
Evaluation Results
| Method | Links | |
|---|---|---|
| SOMAModel Family=LLaMA2026.05 | 93.2 | |
| RouteLLMModel Family=LLaMA2026.05 | 92.5 | |
| History-FTModel Family=LLaMA2026.05 | 91.8 | |
| History-PrefixModel Family=LLaMA2026.05 | 87.9 | |
| LLMLingua-2Model Family=LLaMA2026.05 | 86.4 | |
| SOMAOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 83.2 | |
| SurrogateModel Family=LLaMA2026.05 | 82.7 | |
| RouteLLMOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 81.9 | |
| History-FTOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 79.2 | |
| History-PrefixOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 75.7 | |
| LLMLingua-2Original Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 74.1 | |
| SurrogateOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 63.5 |