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ResearchFormerly WizWand

Node Classification on Chameleon Undirected (test)

73.6AccuracyFLODE
45.114452.509759.90567.3003May 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FLODERank=1st2023.0573.6
FLODE2023.0573.6
GREADRank=2nd2023.0571.38
GRAFF_NLRank=3rd2023.0571.38
GRAFF_NL2023.0571.38
GREAD2023.0571.38
GGCN2023.0571.14
Sheafaggregation=max2023.0568.04
GCN2023.0564.82
GCNII2023.0563.86
PairNorm2023.0562.74
GAT2023.0560.26
FAGCN2023.0560.11
Geom-GCN2023.0560
GCNDropEdge=true2023.0559.06
GATDropEdge=true2023.0558.95
GraphSAGE2023.0558.73
ACMP2023.0557.59
GRAND2023.0554.67
GraphCON2023.0549.63
CGNN2023.0546.89
GPRGNN2023.0546.58
MLP2023.0546.21