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ResearchFormerly WizWand

Node Classification on Pubmed Dele-0.5 (test)

0.7858AccuracyCIT-GCNII(w/o)
0.7517920.7606210.769450.778279Mar 6, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CIT-GCNII(w/o)Backbone=GCNII, Ablation=w/o information transfer2024.030.78580.7824
GCNIIBackbone=GCNII2024.030.7840.7818
CIT-GCNIIBackbone=GCNII2024.030.78130.7789
CIT-APPNP(w/o)Backbone=APPNP, Ablation=w/o information transfer2024.030.78080.7773
SR-GCNIIBackbone=GCNII2024.030.77980.7689
CIT-GCNBackbone=GCN2024.030.7790.7723
CIT-GCN(w/o)Backbone=GCN, Ablation=w/o information transfer2024.030.77830.7763
APPNPBackbone=APPNP2024.030.7780.7743
CIT-APPNPBackbone=APPNP2024.030.7760.7738
GCNBackbone=GCN2024.030.77040.7664
CIT-GATBackbone=GAT2024.030.76790.7643
SR-APPNPBackbone=APPNP2024.030.76450.7637
SR-GCNBackbone=GCN2024.030.76350.7654
CIT-GAT(w/o)Backbone=GAT, Ablation=w/o information transfer2024.030.76010.7597
GATBackbone=GAT2024.030.75920.7561
SR-GATBackbone=GAT2024.030.75310.7424