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Retrieval-Augmented Question Answering on PopQA sampled queries from Augmented dataset
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0.8725
Average Latency (s)
HaS
0.834656
1.090103
1.34555
1.600997
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
0.8725
45.78
29.06
27.2
26.38
SafeRadius
Category=Reuse-based M...
2026.04
0.9773
42.45
26.49
24.77
23.38
MinCache
Category=Reuse-based M...
2026.04
1.0437
42.54
26.76
24.52
23.6
Proximity
Category=Reuse-based M...
2026.04
1.1328
44.15
28.02
26.14
25.22
Full-Database Retrieval
Retrieval Type=Full-Da...
2026.04
1.3847
46.52
29.7
27.8
27.03
CRAG
Category=LLM for Valid...
2026.04
1.8186
45.57
28.85
27.06
25.42
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