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Benchmarks
Knowledge Graph Question Answering on GrailQA Compositional
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80
Hits@1
KG-Agent
45.68
54.59
63.5
72.41
Jan 16, 2026
Hits@1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Hits@1
KG-Agent
Method category=Fine-T...
2026.01
80
CoG
Method category=Prompt...
2026.01
76.3
Pangu
Method category=Fine-T...
2026.01
74.6
GAIN
Method category=Fine-T...
2026.01
73.7
FC-KBQA
Method category=Fine-T...
2026.01
70
PoG
Method category=Prompt...
2026.01
69.7
TIARA
Method category=Fine-T...
2026.01
69.2
ToG
Method category=Prompt...
2026.01
67.3
CoG
Method category=Prompt...
2026.01
65.2
RnG-KBQA
Method category=Fine-T...
2026.01
63.8
PoG
Method category=Prompt...
2026.01
62.1
FlexKBQA
Method category=Fine-T...
2026.01
59.1
CoG
Method category=Prompt...
2026.01
57.6
ToG
Method category=Prompt...
2026.01
56.1
KB-BINDER
Method category=Prompt...
2026.01
51.8
PoG
Method category=Prompt...
2026.01
51.5
ToG
Method category=Prompt...
2026.01
47
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