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Benchmarks
Retrieval-Augmented Question Answering on Granola-EQ sampled queries from Augmented dataset
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1.0559
Average Latency (s)
HaS
1.037352
1.162551
1.28775
1.412949
Apr 22, 2026
Average Latency (s)
Document Hit Rate
Response Accuracy (Qwen3 8B)
Response Accuracy (Llama 8B)
Response Accuracy (Mixtral 7B)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Average Latency (s)
Document Hit Rate
Response Accuracy (Qwen3 8B)
Response Accuracy (Llama 8B)
Response Accuracy (Mixtral 7B)
HaS
Category=LLM for Valid...
2026.04
1.0559
64.02
48.29
46.67
47.55
SafeRadius
Category=Reuse-based M...
2026.04
1.287
63.55
47.79
46.03
47.18
MinCache
Category=Reuse-based M...
2026.04
1.3044
63.29
47.46
45.9
46.79
Proximity
Category=Reuse-based M...
2026.04
1.3186
63.97
48.24
46.56
47.64
Full-Database Retrieval
Retrieval Type=Full-Da...
2026.04
1.3845
64.57
48.75
47.15
48.06
CRAG
Category=LLM for Valid...
2026.04
1.5196
62.87
47.02
45.49
46.25
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