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ResearchFormerly WizWand

Link Prediction on ogbl-ppa (val)

51.25Hits@100 (%)SEAL
-1.571612.141725.85539.5683Oct 30, 2020Nov 9, 2020Nov 19, 2020Nov 29, 2020Dec 9, 2020Dec 19, 2020Dec 30, 2020
Updated 8mo ago

Evaluation results

MethodLinks
SEALCategory=Labeling Trick2020.1051.25
SEALParams=0.71M2020.1251.25
Resource AllocationParams=02020.1247.22
GCN+DRNLCategory=Labeling Trick2020.1046.43
AGDNParams=36.90M2020.1243.32
GCN+DECategory=Labeling Trick2020.1036.31
AACategory=Non-GNN2020.1032.68
Adamic AdarParams=02020.1232.68
MFCategory=Non-GNN2020.1032.28
Matrix FactorizationParams=147.66M2020.1232.28
CNCategory=Non-GNN2020.1028.23
Common NeighborParams=02020.1228.23
GCN+LRGACategory=Plain GAE2020.1025.75
Node2vecCategory=Non-GNN2020.1022.53
GCNCategory=Plain GAE2020.1018.45
GCNParams=0.28M2020.1218.45
GraphSAGECategory=Plain GAE2020.1017.24
GraphSAGEParams=0.42M2020.1217.24
MLPCategory=Non-GNN2020.100.46