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ResearchFormerly WizWand

Multi-label Node Classification on OGB-p node split (6:2:2)

74.82Macro AUCGCN+LIP
49.23655.87862.5269.162Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GCN+LIPBackbone=GCN, Multi-label processing=LIP2026.0774.825.72
GCN+AutoBackbone=GCN, Multi-label processing=Auto2026.0771.392.11
VariMul2026.0770.732.31
LANC2026.0768.754.11
LARN2026.0768.183.08
GCN+PLAINBackbone=GCN, Multi-label processing=PLAIN2026.0766.293.26
ML-GCN2026.0760.112.19
GCN+ML-KNNBackbone=GCN, Multi-label processing=ML-KNN2026.0755.072.02
Node2vec+CCBackbone=Node2vec, Multi-label processing=CC2026.0751.392.07
MLGW2026.0750.71.78
Node2vec+BRBackbone=Node2vec, Multi-label processing=BR2026.0750.221.92