Multi-turn Retrieval-Augmented Generation on MT-RAG
75.81AccuracyContextPilot
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ContextPilotLLM Backbone=Qwen3-30B2025.11 | 75.81 | 0.35 | |
| LMCacheLLM Backbone=Qwen3-30B2025.11 | 75.12 | 1.08 | |
| RadixCacheLLM Backbone=Qwen3-30B2025.11 | 75.12 | 0.61 | |
| LMCacheLLM Backbone=Llama3.1-8B2025.11 | 68.46 | 1.04 | |
| RadixCacheLLM Backbone=Llama3.1-8B2025.11 | 68.46 | 0.49 | |
| ContextPilotLLM Backbone=Llama3.1-8B2025.11 | 68.12 | 0.31 | |
| ContextPilotLLM Backbone=Qwen3-4B2025.11 | 64.27 | 0.22 | |
| LMCacheLLM Backbone=Qwen3-4B2025.11 | 62.56 | 0.76 | |
| RadixCacheLLM Backbone=Qwen3-4B2025.11 | 62.56 | 0.44 | |
| CacheBlendLLM Backbone=Llama3.1-8B2025.11 | 56.52 | 0.48 | |
| CacheBlendLLM Backbone=Qwen3-4B2025.11 | 50.33 | 0.3 |