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ResearchFormerly WizWand

Link Prediction on ogbl-ppa 1.1 (test)

63.54Hits@100GCN
10.177624.031337.88551.7387Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GCNNode Embedding (NE)=true2024.1163.54
GCN+HENode Embedding (NE)=true, Heuristic Encoding (HE)=true2024.1161.02
GCNNode Attributes (X)=true, Node Embedding (NE)=true2024.1160.68
GCN+HENode Attributes (X)=true, Node Embedding (NE)=true, Heuristic Encoding (HE)=true2024.1159.94
SIEG2024.1153.35
GAT2024.1151.33
GCN+HENode Attributes (X)=true, Heuristic Encoding (HE)=true2024.1149.68
HEHeuristic Encoding (HE)=true2024.1149.22
Neo-GNN2024.1149.13
SEAL2024.1148.8
DEGNN2024.1136.48
FSSDNMF2024.1134.15
PLNLP2024.1132.38
MF2024.1132.29
DeepWalk2024.1128.88
NBFNet2024.1123.96
NodePiece2024.1122.85
Node2vec2024.1122.26
GraphSAGE2024.1116.55
GCNNode Attributes (X)=true2024.1112.23