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Benchmarks
Factual Accuracy on PopQA
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73.84
Accuracy
HyGRAG
23.2856
36.4103
49.535
62.6597
Jun 16, 2026
Accuracy
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Recall
HyGRAG
Base LLM=Qwen3-8B
2026.06
73.84
46.17
L-LightRAG
Base LLM=Qwen3-8B
2026.06
71.05
44.37
HippoRAG2
Base LLM=Qwen3-8B
2026.06
67.12
35.22
HippoRAG
Base LLM=Qwen3-8B
2026.06
63.97
33.49
VanillaRAG
Base LLM=Qwen3-8B
2026.06
63.83
35
RAPTOR
Base LLM=Qwen3-8B
2026.06
63.18
31.05
L-GraphRAG
Base LLM=Qwen3-8B
2026.06
58.32
33.24
CoT
Base LLM=Qwen3-8B
2026.06
30.52
14.75
Zero-shot
Base LLM=Qwen3-8B
2026.06
25.23
9.83
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