Response Similarity on MATH
90.7Response SimilaritySOMA
Evaluation results
| Method | Links | |
|---|---|---|
| SOMAModel Family=LLaMA2026.05 | 90.7 | |
| RouteLLMModel Family=LLaMA2026.05 | 89.6 | |
| History-FTModel Family=LLaMA2026.05 | 87.6 | |
| History-PrefixModel Family=LLaMA2026.05 | 80.3 | |
| LLMLingua-2Model Family=LLaMA2026.05 | 78.1 | |
| SOMAOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 68.7 | |
| RouteLLMOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 67.3 | |
| SurrogateModel Family=LLaMA2026.05 | 66.2 | |
| History-FTOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 65.9 | |
| History-PrefixOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 51.3 | |
| LLMLingua-2Original Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 49.8 | |
| SurrogateOriginal Model=Qwen-3-8B, Surrogate Model=Qwen-3-0.6B2026.05 | 42.6 |