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Link Prediction on ogbl-citation2 1.1 (test)

89.87MRR (%)SIEG
50.339660.602370.86581.1277Nov 22, 2024

Evaluation results

MethodLinks
SIEG2024.1189.87
GCN+HENode Attributes (X)=true, Heuristic Encoding (HE)=true2024.1188.63
SEAL2024.1187.67
Neo-GNN2024.1187.26
GCN+HENode Attributes (X)=true, Node Embedding (NE)=true, Heuristic Encoding (HE)=true2024.1186.31
GCN+HENode Embedding (NE)=true, Heuristic Encoding (HE)=true2024.1185.57
PLNLP2024.1184.92
GCNNode Attributes (X)=true, Node Embedding (NE)=true2024.1183.85
GAT2024.1183.17
GraphSAGE2024.1182.6
HEHeuristic Encoding (HE)=true2024.1181.91
GCNNode Embedding (NE)=true2024.1181.5
GCNNode Attributes (X)=true2024.1180.6
NBFNet2024.1174.91
NodePiece2024.1161.52
Node2vec2024.1161.41
DEGNN2024.1160.3
DeepWalk2024.1160.11
FSSDNMF2024.1154.71
MF2024.1151.86