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Fact Retrieval on GraphRAG-Bench Medical
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68.49
Accuracy
HyperSU
37.5292
45.5671
53.605
61.6429
Jun 3, 2026
Accuracy
R-L Score
Updated 25d ago
Evaluation Results
Method
Method
Links
Accuracy
R-L Score
HyperSU
type=Hypergraph-based RAG
2026.06
68.49
42.06
HippoRAG 2
type=Graph-based RAG
2026.06
66.12
36.46
LightRAG
type=Graph-based RAG
2026.06
63.57
37.44
RAG
type=Standard
2026.06
63.26
29.22
HyperGraphRAG
type=Hypergraph-based RAG
2026.06
62.73
21.98
Hyper-RAG
type=Hypergraph-based RAG
2026.06
61.42
25.25
HippoRAG
type=Graph-based RAG
2026.06
56.32
21.12
RAPTOR
type=Graph-based RAG
2026.06
54.42
17.86
MS-GraphRAG
type=Graph-based RAG
2026.06
38.72
26.89
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