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ResearchFormerly WizWand

Node Classification on Squirrel homophily: 0.22 (test)

57.32AccuracyIIE-GNN
30.654437.577244.551.4228Nov 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
IIE-GNNCategory=Ours2022.1157.32
NW-GNNCategory=NAS-GNNs, Results Source=Original Paper2022.1156.64
GBKGNNCategory=Refine GNNs, Results Source=Original Paper2022.1155.9
GGCNCategory=Refine GNNs, Results Source=Original Paper2022.1155.17
MLP+GCNCategory=Refine GNNs, Results Source=Original Paper2022.1154.48
GCNCategory=Baseline2022.1149.74
WRGNNCategory=Extend non-local GNNs, Results Source=Original Paper2022.1148.85
F2GCNCategory=NAS-GNNs, Results Source=Original Paper2022.1141.81
Geom-GCNCategory=Extend non-local GNNs, Results Source=Original Paper2022.1138.14
GCN-JKCategory=Baseline2022.1137.84
GraphSAGECategory=Baseline2022.1137.64
H2GCNCategory=Refine GNNs, Results Source=Original Paper2022.1136.42
MixHopCategory=Baseline2022.1136.07
UGCNCategory=Extend non-local GNNs, Results Source=Original Paper2022.1134.39
MLPCategory=Baseline2022.1131.68