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ResearchFormerly WizWand

Node Classification on MS Academic

96.81AccuracyGlobSage
57.674867.834977.99588.1551Aug 14, 2019Dec 5, 2019Mar 28, 2020Jul 19, 2020Nov 10, 2020Mar 3, 2021Jun 25, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GlobSagesetting=centralized2021.0696.81
FedSage+M=52021.0694.14
FedSageM=52021.0693.91
FedSage+M=32021.0693.59
APPNPImplementation=Literature2019.0893.27
FedSageM=32021.0693.27
AdaGCN2019.0893.17
FedSage+M=102021.0693.14
APPNPImplementation=Ours2019.0892.98
N-GCN2019.0892.86
FedSageM=102021.0692.62
GCNOptimization=Early stopping2019.0892.1
JK2019.0891.71
V.GCNDescription=Vanilla GCN2019.0891.65
BT.FP2019.0891.61
GAT2019.0891.22
LocSage+M=32021.0683.93
LocSageM=32021.0681.88
LocSage+M=52021.0674.8
LocSageM=52021.0674.26
LocSage+M=102021.0659.27
LocSageM=102021.0659.18