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ResearchFormerly WizWand

Node Classification on AmzComp

95.81AccuracyBase
47.210859.827972.44585.0621Mar 24, 2026Apr 4, 2026Apr 16, 2026Apr 28, 2026May 9, 2026May 21, 2026Jun 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
BaseM=GNN A2026.0695.81
BaseM=GraphSAGE 12026.0695.46
GNNMERGEM=GraphSAGE 12026.0694.11
GNNMERGEM=GNN A2026.0693.94
BaseM=NODEFORMER 12026.0693.33
BaseM=GNN B2026.0693.09
BaseM=GraphSAGE 22026.0692.83
GNNMERGEM=GNN B2026.0692.18
BaseM=NODEFORMER 22026.0691.96
GNNMERGEM=GraphSAGE 22026.0691.51
GNNMERGEM=NODEFORMER 12026.0689.42
SURGERYM=NODEFORMER 12026.0687.86
GNNMERGEM=NODEFORMER 22026.0686.71
SURGERYM=GraphSAGE 12026.0685.88
SURGERYM=GNN A2026.0685.62
PERMUTEM=GNN B2026.0685.42
PERMUTEM=GraphSAGE 12026.0684.47
GraphAnyEvaluation protocol=Zero-shot2026.0382.79
TS-MeanEvaluation protocol=Zero-shot2026.0381.37
ZIPIT!M=GNN B2026.0681.35
SURGERYM=NODEFORMER 22026.0680.85
GOBLINEvaluation protocol=Zero-shot2026.0380.67
WAVG.M=GNN B2026.0679.42
SURGERYM=GNN B2026.0678.45
WAVG.M=GraphSAGE 22026.0675.91
ZIPIT!M=GraphSAGE 22026.0674.74
MeanGNNEvaluation protocol=End-to-end2026.0373.88
ZIPIT!M=GNN A2026.0673.07
PERMUTEM=GNN A2026.0671.03
GATEvaluation protocol=End-to-end2026.0370.94
SURGERYM=GraphSAGE 22026.0669.92
PERMUTEM=GraphSAGE 22026.0669.14
ZIPIT!M=GraphSAGE 12026.0666.92
WAVG.M=NODEFORMER 22026.0666.51
GITM=GNN A2026.0665.96
WAVG.M=GNN A2026.0664.34
WAVG.M=GraphSAGE 12026.0658.55
WAVG.M=NODEFORMER 12026.0649.15
GITM=GNN B2026.0649.08