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ResearchFormerly WizWand

Link Prediction on ogbl-collab 1.1 (test)

0.5611Hits@50GCN+HE
0.3722360.4212680.47030.519332Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GCN+HENode Attributes (X)=true, Heuristic Encoding (HE)=true2024.110.5611
GCN+HENode Attributes (X)=true, Node Embedding (NE)=true, Heuristic Encoding (HE)=true2024.110.557
SIEG2024.110.5535
Neo-GNN2024.110.5531
SEAL2024.110.5471
GCN+HENode Embedding (NE)=true, Heuristic Encoding (HE)=true2024.110.5421
DEGNN2024.110.5374
GCNNode Attributes (X)=true, Node Embedding (NE)=true2024.110.5308
HEHeuristic Encoding (HE)=true2024.110.5303
PLNLP2024.110.5292
GAT2024.110.5226
NBFNet2024.110.5115
GCNNode Attributes (X)=true2024.110.5076
DeepWalk2024.110.5037
GCNNode Embedding (NE)=true2024.110.5017
Node2vec2024.110.4888
GraphSAGE2024.110.481
NodePiece2024.110.4788
MF2024.110.3886
FSSDNMF2024.110.3795