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Benchmarks
Multi-turn Retrieval-Augmented Generation on MT-RAG
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75.81
Accuracy
ContextPilot
49.3108
56.1904
63.07
69.9496
Nov 5, 2025
Accuracy
TTFT (s)
Updated 5mo ago
Evaluation Results
Method
Method
Links
Accuracy
TTFT (s)
ContextPilot
LLM Backbone=Qwen3-30B
2025.11
75.81
0.35
LMCache
LLM Backbone=Qwen3-30B
2025.11
75.12
1.08
RadixCache
LLM Backbone=Qwen3-30B
2025.11
75.12
0.61
LMCache
LLM Backbone=Llama3.1-8B
2025.11
68.46
1.04
RadixCache
LLM Backbone=Llama3.1-8B
2025.11
68.46
0.49
ContextPilot
LLM Backbone=Llama3.1-8B
2025.11
68.12
0.31
ContextPilot
LLM Backbone=Qwen3-4B
2025.11
64.27
0.22
LMCache
LLM Backbone=Qwen3-4B
2025.11
62.56
0.76
RadixCache
LLM Backbone=Qwen3-4B
2025.11
62.56
0.44
CacheBlend
LLM Backbone=Llama3.1-8B
2025.11
56.52
0.48
CacheBlend
LLM Backbone=Qwen3-4B
2025.11
50.33
0.3
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