Node Classification on Pubmed ADD-0.5 (test)
76.64AccuracyCIT-APPNP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CIT-APPNPBackbone=APPNP2024.03 | 76.64 | 75.89 | |
| CIT-APPNP(w/o)Backbone=APPNP, Mode=Ablation2024.03 | 76.21 | 75.23 | |
| CIT-GCNIIBackbone=GCNII2024.03 | 75.95 | 75.47 | |
| APPNPBackbone=APPNP2024.03 | 75.88 | 75.37 | |
| SR-APPNPBackbone=APPNP2024.03 | 75.85 | 75.43 | |
| SR-GCNIIBackbone=GCNII2024.03 | 75.1 | 74.36 | |
| CIT-GCNII(w/o)Backbone=GCNII, Mode=Ablation2024.03 | 75 | 74.7 | |
| GCNIIBackbone=GCNII2024.03 | 74.03 | 73.37 | |
| CIT-GCNBackbone=GCN2024.03 | 73.76 | 72.94 | |
| CIT-GCN(w/o)Backbone=GCN, Mode=Ablation2024.03 | 72.83 | 72.01 | |
| GCNBackbone=GCN2024.03 | 72.58 | 71.84 | |
| CIT-GATBackbone=GAT2024.03 | 72.5 | 71.57 | |
| SR-GCNBackbone=GCN2024.03 | 72.15 | 70.63 | |
| CIT-GAT(w/o)Backbone=GAT, Mode=Ablation2024.03 | 71.92 | 71.12 | |
| SR-GATBackbone=GAT2024.03 | 71.55 | 70.79 | |
| GATBackbone=GAT2024.03 | 71.3 | 70.8 |