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Knowledge Graph Question Answering on KGQAGen Ground-truth seed nodes 10k (test)
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90.62
Hits
ULTRAG-OTS
80.064
82.8045
85.545
88.2855
Jan 28, 2026
Hits
Recall
F1 Score
Updated 17d ago
Evaluation Results
Method
Method
Links
Hits
Recall
F1 Score
ULTRAG-OTS
Reasoning LLM=GPT-5, P...
2026.01
90.62
89.41
87.63
RoG
Reasoning LLM=GPT-5, P...
2026.01
86.25
82.6
82.68
GNN-RAG
Reasoning LLM=GPT-5, P...
2026.01
81.04
76.66
77.56
SubgraphRAG (200)
Reasoning LLM=GPT-5, P...
2026.01
80.47
75.88
76.54
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