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ResearchFormerly WizWand

Node Classification on Actor homophily: 0.22 (test)

44.48AccuracyNW-GNN
27.507231.913636.3240.7264Nov 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
NW-GNNCategory=NAS-GNNs, Results Source=Original Paper2022.1144.48
GBKGNNCategory=Refine GNNs, Results Source=Original Paper2022.1142.89
IIE-GNNCategory=Ours2022.1139.91
GGCNCategory=Refine GNNs, Results Source=Original Paper2022.1137.54
F2GCNCategory=NAS-GNNs, Results Source=Original Paper2022.1137.01
WRGNNCategory=Extend non-local GNNs, Results Source=Original Paper2022.1136.53
MLP+GCNCategory=Refine GNNs, Results Source=Original Paper2022.1136.24
MLPCategory=Baseline2022.1136.17
GCN-JKCategory=Baseline2022.1136.16
H2GCNCategory=Refine GNNs, Results Source=Original Paper2022.1135.86
GraphSAGECategory=Baseline2022.1134.61
MixHopCategory=Baseline2022.1133.01
Geom-GCNCategory=Extend non-local GNNs, Results Source=Original Paper2022.1131.63
GCNCategory=Baseline2022.1128.16