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Benchmarks
Single-hop knowledge graph retrieval on STaRK-Prime (test)
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29.7
Hits@1
GAT
25.54
26.62
27.7
28.78
May 21, 2026
Hits@1
Hits@5
F1 Score
MRR
Updated 12d ago
Evaluation Results
Method
Method
Links
Hits@1
Hits@5
F1 Score
MRR
GAT
GNN=GAT, Context=PCST,...
2026.05
29.7
33.5
24.3
31.3
GIN
GNN=GIN, Context=PCST,...
2026.05
29.2
33.6
23.9
31
GCN
GNN=GCN, Context=PCST,...
2026.05
29.1
33.1
23.9
30.8
M-GNAN
GNN=M-GNAN, Context=PC...
2026.05
28.9
33.2
23.7
30.7
M-GNAN
GNN=M-GNAN, Context=PC...
2026.05
28.5
33.5
23.6
30.6
M-GNAN
GNN=M-GNAN, Context=To...
2026.05
25.7
30.6
22
27.9
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