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ResearchFormerly WizWand

Link Prediction on ogbl-collab (val)

100Hits@50PLNLP
20.980841.495462.0182.5246Oct 30, 2020Feb 15, 2021Jun 3, 2021Sep 19, 2021Jan 5, 2022Apr 23, 2022Aug 10, 2022
Updated 8mo ago

Evaluation results

MethodLinks
PLNLPval as input=true2022.08100
PLNLP + SIGN2022.08100
GIDN + PSGv22022.0896.32
GIDN2022.0896.21
PSGval as input=true2022.0894.72
PSGv2Label task=true2022.0894.28
SHADOW-SAGE2022.0165.24
SEALCategory=Labeling Trick2020.1064.95
SEAL-nofeatval as input=true2022.0864.95
GCN+DRNLCategory=Labeling Trick2020.1064.51
GCN+DECategory=Labeling Trick2020.1064.13
SEAL2022.0163.89
AACategory=Non-GNN2020.1063.49
DeeperGCN2022.0161.87
DeeperGCN2022.0861.87
GCN+LRGACategory=Plain GAE2020.1060.88
LRGA+GCN2022.0160.88
CNCategory=Non-GNN2020.1060.36
Node2vecCategory=Non-GNN2020.1057.03
GraphSAGECategory=Plain GAE2020.1056.88
GraphSAGE2022.0856.88
GraphSAGEval as input=true2022.0856.88
GCNCategory=Plain GAE2020.1052.63
GCN2022.0852.63
MFCategory=Non-GNN2020.1048.96
MLPCategory=Non-GNN2020.1024.02