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Contextual Summarization on GraphRAG-Bench (ACC, Cov)
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75.04
Accuracy
HyperSU
46.0136
53.5493
61.085
68.6207
Jun 3, 2026
Accuracy
Coverage
Updated 26d ago
Evaluation Results
Method
Method
Links
Accuracy
Coverage
HyperSU
type=Hypergraph-based RAG
2026.06
75.04
82.49
Hyper-RAG
type=Hypergraph-based RAG
2026.06
71.83
69.41
HyperGraphRAG
type=Hypergraph-based RAG
2026.06
69.13
61.88
MS-GraphRAG
type=Graph-based RAG
2026.06
64.35
75
HippoRAG 2
type=Graph-based RAG
2026.06
64.35
70.67
RAG
type=Standard
2026.06
50.05
82.84
LightRAG
type=Graph-based RAG
2026.06
48.87
63.47
HippoRAG
type=Graph-based RAG
2026.06
48.38
85.55
RAPTOR
type=Graph-based RAG
2026.06
47.13
82.13
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