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Multi-Hop Knowledge Graph Question Answering on WebQSP

96.7Hits@1

PoG

Updated 4d ago

Evaluation Results

Method	Links
PoG 2024.10		96.7
PoG-E 2024.10		95.4
PoG 2024.10		93.9
PoG-E 2024.10		90.9
CoG 2026.01		89.7
iQUEST 2025.06		88.93
PoG 2026.01		87.3
CoG 2026.01		86.8
PrivGemo 2026.01		86
PrivGemo 2026.01		85.9
Prior FT SOTA 2024.10		85.7
RoG 2026.01		85.7
KG-CoT 2025.06		84.9
PrivGemo 2026.01		84.3
KG-Agent 2026.01		83.3
ToG/ToG-R 2024.10		82.6
ToG 2026.01		82.6
ToG 2026.01		82.6
ToG 2025.06		82.6
DECAF 2026.01		82.1
PoG 2026.01		82
PoG 2026.01		82
ToG-2.0 2024.10		81.1
ToG-2 2026.01		81.1
UniKGQA 2026.01		79.1
GoG 2026.01		78.7
Chain-of-Question 2025.06		78.1
ToG/ToG-R 2024.10		76.2
ToG 2026.01		76.2
ToG 2026.01		76.2
ARoG 2026.01		74.7
RE-KBQA 2026.01		74.6
CoG 2026.01		74.5
KB-BINDER 2024.10		74.4
KB-BINDER 2026.01		74.4
KD-CoT 2026.01		73.7
StructGPT 2026.01		72.6
Interactive-KBQA 2025.06		71.2
IO prompt 2024.10		63.3
IO Prompt 2026.01		63.3
IO prompt 2026.01		63.3
CoT 2024.10		62.2
CoT 2026.01		62.2
CoT 2026.01		62.2
SC 2024.10		61.1
SC 2026.01		61.1
SC 2026.01		61.1
PoG 2026.01		58.5
ToG 2026.01		56
FlexKBQA 2025.06		46.2