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ResearchFormerly WizWand

Node Classification on Citeseer Dele-0.2 (test)

0.7238AccuracyCIT-GCNII
0.6798080.6912290.702650.714071Mar 6, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CIT-GCNIIBackbone=GCNII2024.030.72380.6913
CIT-APPNP(w/o)Backbone=APPNP, Ablation=w/o information transfer2024.030.72060.6901
CIT-APPNPBackbone=APPNP2024.030.71840.6857
CIT-GCNII(w/o)Backbone=GCNII, Ablation=w/o information transfer2024.030.7170.6856
GCNIIBackbone=GCNII2024.030.71580.6824
CIT-GCN(w/o)Backbone=GCN, Ablation=w/o information transfer2024.030.71380.6861
EERM-APPNPBackbone=APPNP2024.030.7130.6792
CIT-GCNBackbone=GCN2024.030.7120.6852
EERM-GCNIIBackbone=GCNII2024.030.71110.6802
APPNPBackbone=APPNP2024.030.70620.6786
SR-GCNIIBackbone=GCNII2024.030.70240.6687
CIT-GATBackbone=GAT2024.030.70110.6777
SR-GCNBackbone=GCN2024.030.70030.6762
CIT-GAT(w/o)Backbone=GAT, Ablation=w/o information transfer2024.030.69980.6732
EERM-GCNBackbone=GCN2024.030.69950.6797
GCNBackbone=GCN2024.030.69680.6729
SR-APPNPBackbone=APPNP2024.030.69270.6777
GATBackbone=GAT2024.030.6910.662
SR-GATBackbone=GAT2024.030.6880.6628
EERM-GATBackbone=GAT2024.030.68150.6531