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Knowledge Graph Question Answering on GTSQA Ground-truth seed nodes Wikidata (test)
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86.74
Hits
ULTRAG-OTS
57.4848
65.0799
72.675
80.2701
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
86.74
84.47
82.08
ULTRAG-OTS
Reasoning LLM=GPT-5, P...
2026.01
72.93
70.48
66.6
SubgraphRAG (200)
Reasoning LLM=GPT-5, P...
2026.01
63.29
59.6
59.56
RoG
Reasoning LLM=GPT-5, P...
2026.01
62.55
59.81
58.93
RoG
Reasoning LLM=GPT-5, P...
2026.01
60.64
57.66
56.85
SubgraphRAG (200)
Reasoning LLM=GPT-5, P...
2026.01
58.61
55.43
55.04
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