Node Classification on Citeseer ADD-0.75 (test)
67.01AccCIT-APPNP(w/o)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CIT-APPNP(w/o)Backbone=APPNP, Mode=Ablation2024.03 | 67.01 | 64.78 | |
| CIT-APPNPBackbone=APPNP2024.03 | 66.06 | 63.81 | |
| CIT-GCNIIBackbone=GCNII2024.03 | 65.82 | 63.27 | |
| APPNPBackbone=APPNP2024.03 | 65.71 | 63.65 | |
| EERM-APPNPBackbone=APPNP2024.03 | 64.9 | 62.32 | |
| CIT-GCNBackbone=GCN2024.03 | 64.83 | 62.33 | |
| CIT-GCN(w/o)Backbone=GCN, Mode=Ablation2024.03 | 64.8 | 62.52 | |
| SR-APPNPBackbone=APPNP2024.03 | 64.8 | 62.78 | |
| CIT-GATBackbone=GAT2024.03 | 64.74 | 62.23 | |
| CIT-GCNII(w/o)Backbone=GCNII, Mode=Ablation2024.03 | 64.58 | 62.47 | |
| SR-GATBackbone=GAT2024.03 | 64.27 | 62.04 | |
| CIT-GAT(w/o)Backbone=GAT, Mode=Ablation2024.03 | 63.83 | 62.33 | |
| GATBackbone=GAT2024.03 | 63.42 | 61.35 | |
| GCNBackbone=GCN2024.03 | 63.34 | 61.09 | |
| SR-GCNBackbone=GCN2024.03 | 62.72 | 59.58 | |
| GCNIIBackbone=GCNII2024.03 | 62.48 | 60.8 | |
| EERM-GCNIIBackbone=GCNII2024.03 | 62.4 | 59.11 | |
| EERM-GATBackbone=GAT2024.03 | 62 | 60.3 | |
| EERM-GCNBackbone=GCN2024.03 | 61.65 | 58.55 | |
| SR-GCNIIBackbone=GCNII2024.03 | 60.9 | 59 |