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ResearchFormerly WizWand

Link Prediction on ogbl-citation2 (val)

89.87MRRCFG
26.596443.023259.4575.8768Oct 30, 2020Apr 22, 2021Oct 13, 2021Apr 6, 2022Sep 27, 2022Mar 20, 2023Sep 11, 2023
Updated 8mo ago

Evaluation results

MethodLinks
CFG2023.0989.87
SIEG2023.0989.78
SUREL2023.0988.91
NGNN + SEAL2023.0988.79
S3GRLfeature=PoS Plus2023.0988.09
SEALCategory=Labeling Trick2020.1087.57
SEALParams=0.26M2020.1287.57
SEAL2023.0987.57
AGDNParams=0.31M2020.1285.56
AGDNsampling=GraphSAINT2023.0985.56
PLNLPParams=146.51M2020.1284.9
PLNLP2023.0984.9
GCNCategory=Plain GAE2020.1084.79
GCNParams=0.30M2020.1284.79
GraphSAGECategory=Plain GAE2020.1082.63
GraphSAGEParams=0.46M2020.1282.63
GCN+DRNLCategory=Labeling Trick2020.1081.07
GCN+LRGACategory=Plain GAE2020.1066.48
Node2vecCategory=Non-GNN2020.1061.24
GCN+DECategory=Labeling Trick2020.1060.17
MFCategory=Non-GNN2020.1051.81
Matrix FactorizationParams=281.11M2020.1251.81
Resource AllocationParams=02020.1251.77
AACategory=Non-GNN2020.1051.67
Adamic AdarParams=02020.1251.67
CNCategory=Non-GNN2020.1051.19
Common NeighborParams=02020.1251.19
MLPCategory=Non-GNN2020.1029.03