Node Classification on Cora ADD-0.5 (test)
80.5AccuracyCIT-APPNP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CIT-APPNPBackbone=APPNP2024.03 | 80.5 | 78.86 | |
| SR-APPNPBackbone=APPNP2024.03 | 80 | 78.56 | |
| CIT-APPNP(w/o)Backbone=APPNP, Mode=Ablation2024.03 | 79.79 | 77.95 | |
| APPNPBackbone=APPNP2024.03 | 79.54 | 77.69 | |
| EERM-GCNIIBackbone=GCNII2024.03 | 79.05 | 76.62 | |
| CIT-GCNIIBackbone=GCNII2024.03 | 78.28 | 75.82 | |
| EERM-APPNPBackbone=APPNP2024.03 | 78.1 | 76.72 | |
| CIT-GCNII(w/o)Backbone=GCNII, Mode=Ablation2024.03 | 77.64 | 75.22 | |
| SR-GCNIIBackbone=GCNII2024.03 | 77.55 | 75.09 | |
| CIT-GAT(w/o)Backbone=GAT, Mode=Ablation2024.03 | 77.37 | 76.73 | |
| SR-GATBackbone=GAT2024.03 | 77.35 | 76.49 | |
| CIT-GATBackbone=GAT2024.03 | 77.23 | 76.26 | |
| GATBackbone=GAT2024.03 | 77.04 | 76.15 | |
| CIT-GCNBackbone=GCN2024.03 | 76.98 | 75.88 | |
| GCNIIBackbone=GCNII2024.03 | 76.98 | 74.92 | |
| CIT-GCN(w/o)Backbone=GCN, Mode=Ablation2024.03 | 76.88 | 75.63 | |
| EERM-GATBackbone=GAT2024.03 | 76.15 | 75.32 | |
| GCNBackbone=GCN2024.03 | 76.12 | 74.95 | |
| SR-GCNBackbone=GCN2024.03 | 75.7 | 74.35 | |
| EERM-GCNBackbone=GCN2024.03 | 75.33 | 74.39 |