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Graph Reasoning on G-bench CS
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0.2
Inference Time (s)
G-reasoner
-3.368
20.716
44.8
68.884
Sep 29, 2025
Inference Time (s)
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Inference Time (s)
Accuracy
G-reasoner
Method Category=GNN-based
2025.09
0.2
73.9
GFM-RAG
Method Category=GNN-based
2025.09
2
72.1
HippoRAG
Method Category=Graph...
2025.09
2.4
72.6
LightRAG
Method Category=Graph...
2025.09
14
71.2
G-retriever
Method Category=GNN-based
2025.09
23.8
69.8
DALK
Method Category=Agent-...
2025.09
26.8
69.3
GraphRAG (MS)
Method Category=Graph...
2025.09
44.9
72.5
ToG
Method Category=Agent-...
2025.09
70.5
71.7
KGP
Method Category=Agent-...
2025.09
89.4
71.9
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