Node Classification on Citeseer Dele-0.2 (test)
0.7238AccuracyCIT-GCNII
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CIT-GCNIIBackbone=GCNII2024.03 | 0.7238 | 0.6913 | |
| CIT-APPNP(w/o)Backbone=APPNP, Ablation=w/o information transfer2024.03 | 0.7206 | 0.6901 | |
| CIT-APPNPBackbone=APPNP2024.03 | 0.7184 | 0.6857 | |
| CIT-GCNII(w/o)Backbone=GCNII, Ablation=w/o information transfer2024.03 | 0.717 | 0.6856 | |
| GCNIIBackbone=GCNII2024.03 | 0.7158 | 0.6824 | |
| CIT-GCN(w/o)Backbone=GCN, Ablation=w/o information transfer2024.03 | 0.7138 | 0.6861 | |
| EERM-APPNPBackbone=APPNP2024.03 | 0.713 | 0.6792 | |
| CIT-GCNBackbone=GCN2024.03 | 0.712 | 0.6852 | |
| EERM-GCNIIBackbone=GCNII2024.03 | 0.7111 | 0.6802 | |
| APPNPBackbone=APPNP2024.03 | 0.7062 | 0.6786 | |
| SR-GCNIIBackbone=GCNII2024.03 | 0.7024 | 0.6687 | |
| CIT-GATBackbone=GAT2024.03 | 0.7011 | 0.6777 | |
| SR-GCNBackbone=GCN2024.03 | 0.7003 | 0.6762 | |
| CIT-GAT(w/o)Backbone=GAT, Ablation=w/o information transfer2024.03 | 0.6998 | 0.6732 | |
| EERM-GCNBackbone=GCN2024.03 | 0.6995 | 0.6797 | |
| GCNBackbone=GCN2024.03 | 0.6968 | 0.6729 | |
| SR-APPNPBackbone=APPNP2024.03 | 0.6927 | 0.6777 | |
| GATBackbone=GAT2024.03 | 0.691 | 0.662 | |
| SR-GATBackbone=GAT2024.03 | 0.688 | 0.6628 | |
| EERM-GATBackbone=GAT2024.03 | 0.6815 | 0.6531 |