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ResearchFormerly WizWand

Node Classification on Chameleon (10 different splits)

71.38AccuracyGREAD-BS
45.660852.337959.01565.6921May 27, 2022Aug 29, 2022Dec 2, 2022Mar 6, 2023Jun 9, 2023Sep 11, 2023Dec 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GREAD-BS2022.1171.38
GGCN2022.1171.14
GRAFF2022.1171.08
GloGNN2022.1169.78
LINKX2022.1168.42
Sheaf2022.1168.04
GPRGNNnumber of splits=102022.0567.13
ACM-GCN2022.1166.93
EvenNetnumber of splits=102022.0566.13
GREAD-FB2022.1166.05
GREAD-FB*2022.1165.83
GREAD-F2022.1165.2
GREAD-AC2022.1165.09
GATnumber of splits=102022.0564.02
GCNII2022.1163.86
GCNnumber of splits=102022.0563.28
GREAD-ST2022.1163.03
GREAD-Z2022.1162.7
SimP-GCN2023.1262.61
Geom-GCN2023.1260.9
H2GCN2022.1160.11
BLEND2022.1160.11
Geom-GCN2022.1160
FAGCNnumber of splits=102022.0556.67
H2GCNnumber of splits=102022.0555.88
GRAND2022.1154.67
UGCN2023.1254.07
GCNIInumber of splits=102022.0550.76
CGNN2022.1146.89
MLPnumber of splits=102022.0546.65