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Benchmarks
Knowledge Graph Question Answering on GrailQA I.I.D.
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92
Hits@1
KG-Agent
59.552
67.976
76.4
84.824
Jan 16, 2026
Hits@1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Hits@1
KG-Agent
Method category=Fine-T...
2026.01
92
FC-KBQA
Method category=Fine-T...
2026.01
88.5
GAIN
Method category=Fine-T...
2026.01
88.5
CoG
Method category=Prompt...
2026.01
88.3
PoG
Method category=Prompt...
2026.01
87.9
TIARA
Method category=Fine-T...
2026.01
87.8
RnG-KBQA
Method category=Fine-T...
2026.01
86.2
Pangu
Method category=Fine-T...
2026.01
84.4
CoG
Method category=Prompt...
2026.01
80.4
ToG
Method category=Prompt...
2026.01
79.4
PoG
Method category=Prompt...
2026.01
76.3
CoG
Method category=Prompt...
2026.01
72.5
KB-BINDER
Method category=Prompt...
2026.01
72.5
FlexKBQA
Method category=Fine-T...
2026.01
71.3
ToG
Method category=Prompt...
2026.01
70.1
PoG
Method category=Prompt...
2026.01
67.9
ToG
Method category=Prompt...
2026.01
60.8
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