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ResearchFormerly WizWand

Node Classification on Walmart

75.22AccuracyWhole Dataset
43.822451.973760.12568.2763Feb 28, 2026Mar 12, 2026Mar 24, 2026Apr 5, 2026Apr 17, 2026Apr 29, 2026May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Whole DatasetRatio (r)=100%2026.0575.22
AHGCDDRatio (r)=1%2026.0569.09
HealHGNN2026.0268.22
AHGCDDRatio (r)=0.5%2026.0567.92
ED-HNN2026.0266.79
AHGCDD-XRatio (r)=1%2026.0566.06
AllSetTransformer2026.0265.46
KHGNN2026.0265.17
AllDeepSets2026.0264.55
AHGCDD-XRatio (r)=0.5%2026.0563.67
PhenomNN2026.0263.43
AHGCDDRatio (r)=0.1%2026.0562.77
HCHA2026.0262.35
HGNN2026.0262
HerdingRatio (r)=1%2026.0560.66
HG-Cond-NHLRatio (r)=1%2026.0559.65
Deep-HGNN2026.0258.64
AHGCDD-XRatio (r)=0.1%2026.0557.66
HG-Cond-NHLRatio (r)=0.5%2026.0556.73
HG-CondRatio (r)=1%2026.0556.68
HerdingRatio (r)=0.5%2026.0555.96
UniGCNII2026.0254.45
RandomRatio (r)=1%2026.0554.34
HG-CondRatio (r)=0.5%2026.0554.13
K-CenterRatio (r)=1%2026.0551.28
HNHN2026.0251.18
RandomRatio (r)=0.5%2026.0550.65
HGCPARatio (r)=1%2026.0550.57
HG-CondRatio (r)=0.1%2026.0550.31
HG-Cond-NHLRatio (r)=0.1%2026.0550.27
HyperGCN2026.0248.74
HGCPARatio (r)=0.5%2026.0548.61
K-CenterRatio (r)=0.5%2026.0547.88
HGCPARatio (r)=0.1%2026.0547.55
HerdingRatio (r)=0.1%2026.0547.4
RandomRatio (r)=0.1%2026.0545.93
K-CenterRatio (r)=0.1%2026.0545.03