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Benchmarks
Fact Retrieval on GraphRAG-Bench (ACC, R-L)
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67.42
ACC (Fact Retrieval)
HyperSU
48.4504
53.3752
58.3
63.2248
Jun 3, 2026
ACC (Fact Retrieval)
R-L Score (Fact Retrieval)
Updated 25d ago
Evaluation Results
Method
Method
Links
ACC (Fact Retrieval)
R-L Score (Fact Retrieval)
HyperSU
type=Hypergraph-based RAG
2026.06
67.42
42.19
Hyper-RAG
type=Hypergraph-based RAG
2026.06
65.29
37.72
HyperGraphRAG
type=Hypergraph-based RAG
2026.06
63.13
27.38
HippoRAG 2
type=Graph-based RAG
2026.06
60.25
31.34
RAG
type=Standard
2026.06
58.95
37.67
LightRAG
type=Graph-based RAG
2026.06
58.09
35.27
HippoRAG
type=Graph-based RAG
2026.06
52.74
26.53
MS-GraphRAG
type=Graph-based RAG
2026.06
49.25
26.22
RAPTOR
type=Graph-based RAG
2026.06
49.18
23.82
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