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Contextual Summarization on GraphRAG-Bench Medical Dataset
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93.73
Recall
HyperSU
58.8276
67.8888
76.95
86.0112
Jun 3, 2026
Recall
Relevance
Updated 26d ago
Evaluation Results
Method
Method
Links
Recall
Relevance
HyperSU
Category=Hypergraph-ba...
2026.06
93.73
90.04
RAPTOR
Category=Graph-based RAG
2026.06
89.73
59.26
LightRAG
Category=Graph-based RAG
2026.06
85.23
42.87
RAG
2026.06
84
89.75
HippoRAG
Category=Graph-based RAG
2026.06
83.25
49.17
Hyper-RAG
Category=Hypergraph-ba...
2026.06
82.82
74.18
HyperGraphRAG
Category=Hypergraph-ba...
2026.06
80.09
72.3
HippoRAG 2
Category=Graph-based RAG
2026.06
77.32
86.43
MS-GraphRAG
Category=Graph-based RAG
2026.06
60.17
5.22
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