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ResearchFormerly WizWand

Link Prediction on ogbl-ddi 1.1 (test)

0.9549Hits@20GCN
0.0887880.3136440.53850.763356Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GCNNode Embedding (NE)=true2024.110.9549
GAT2024.110.9538
GCNNode Attributes (X)=true, Node Embedding (NE)=true2024.110.9442
GCN+HENode Embedding (NE)=true, Heuristic Encoding (HE)=true2024.110.9111
PLNLP2024.110.9088
GCN+HENode Attributes (X)=true, Node Embedding (NE)=true, Heuristic Encoding (HE)=true2024.110.8965
GraphSAGE2024.110.839
Neo-GNN2024.110.7572
SIEG2024.110.3195
SEAL2024.110.3056
DEGNN2024.110.2663
DeepWalk2024.110.2642
GCN+HENode Attributes (X)=true, Heuristic Encoding (HE)=true2024.110.2578
NodePiece2024.110.2415
Node2vec2024.110.2326
HEHeuristic Encoding (HE)=true2024.110.2195
NBFNet2024.110.1814
FSSDNMF2024.110.1462
MF2024.110.1368
GCNNode Attributes (X)=true2024.110.1221