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Benchmarks
Knowledge Graph Reasoning on PathQuestion 2-hop
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99.1
Hit@1
ISM
16.94
38.27
59.6
80.93
Jul 11, 2025
Hit@1
Updated 2mo ago
Evaluation Results
Method
Method
Links
Hit@1
ISM
2025.07
99.1
QAGCN
2025.07
98.5
KGA
Backbone=Qwen2.5 0.5B
2025.07
98.3
Uhop-HR
2025.07
97.6
KV-MemNN
2025.07
97.4
AlAgha
2025.07
97.4
SRN
2025.07
96.3
IRN
2025.07
96
RL-MHR
2025.07
94.1
TransferNet
2025.07
93.2
ARN_DistMult
2025.07
84.3
MINERVA
2025.07
75.9
ICL
Backbone=Qwen2.5 0.5B,...
2025.07
73.7
ZSL
Backbone=Qwen2.5 0.5B,...
2025.07
20.1
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