Node Classification on Citeseer ADD-0.5 (test)
68.54AccuracyCIT-APPNP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CIT-APPNPBackbone=APPNP2024.03 | 68.54 | 65.51 | |
| CIT-APPNP(w/o)Backbone=APPNP, Mode=Ablation2024.03 | 68.06 | 65.3 | |
| CIT-GCNBackbone=GCN2024.03 | 67.65 | 64.42 | |
| APPNPBackbone=APPNP2024.03 | 66.96 | 64.08 | |
| CIT-GCN(w/o)Backbone=GCN, Mode=Ablation2024.03 | 66.67 | 64.21 | |
| CIT-GATBackbone=GAT2024.03 | 66.33 | 63.07 | |
| EERM-APPNPBackbone=APPNP2024.03 | 66.3 | 63.08 | |
| CIT-GCNIIBackbone=GCNII2024.03 | 66.12 | 63.17 | |
| SR-GCNBackbone=GCN2024.03 | 66.03 | 62.67 | |
| CIT-GCNII(w/o)Backbone=GCNII, Mode=Ablation2024.03 | 65.87 | 63.36 | |
| GCNBackbone=GCN2024.03 | 65.43 | 63.02 | |
| CIT-GAT(w/o)Backbone=GAT, Mode=Ablation2024.03 | 65.23 | 63.3 | |
| SR-APPNPBackbone=APPNP2024.03 | 65.2 | 62.77 | |
| EERM-GCNIIBackbone=GCNII2024.03 | 65.1 | 62.02 | |
| SR-GATBackbone=GAT2024.03 | 64.8 | 61.98 | |
| SR-GCNIIBackbone=GCNII2024.03 | 64.74 | 62.44 | |
| GATBackbone=GAT2024.03 | 64.42 | 61.74 | |
| EERM-GCNBackbone=GCN2024.03 | 64.05 | 60.97 | |
| GCNIIBackbone=GCNII2024.03 | 63.16 | 61.14 | |
| EERM-GATBackbone=GAT2024.03 | 62.05 | 59.01 |