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Benchmarks
Complex Reasoning on GraphRAG-Bench Medical Dataset
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75.03
Accuracy (ACC)
HyperSU
45.546
53.2005
60.855
68.5095
Jun 3, 2026
Accuracy (ACC)
R-L Score
Updated 26d ago
Evaluation Results
Method
Method
Links
Accuracy (ACC)
R-L Score
HyperSU
type=Hypergraph-based RAG
2026.06
75.03
38.74
HyperGraphRAG
type=Hypergraph-based RAG
2026.06
65.4
31.57
HippoRAG 2
type=Graph-based RAG
2026.06
61.72
36.87
LightRAG
type=Graph-based RAG
2026.06
61.49
25.06
Hyper-RAG
type=Hypergraph-based RAG
2026.06
60.12
25.98
RAG
type=Standard
2026.06
58.16
13.95
HippoRAG
type=Graph-based RAG
2026.06
55.46
13.53
RAPTOR
type=Graph-based RAG
2026.06
53.72
11.84
MS-GraphRAG
type=Graph-based RAG
2026.06
46.68
22.1
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