Node Classification on Pubmed ADD-0.75 (test)
0.7613AccuracyCIT-GCNII
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CIT-GCNIIBackbone=GCNII2024.03 | 0.7613 | 0.7599 | |
| CIT-APPNP(w/o)Backbone=APPNP, Mode=Ablation2024.03 | 0.7605 | 0.7591 | |
| SR-GCNIIBackbone=GCNII2024.03 | 0.7598 | 0.7579 | |
| GCNIIBackbone=GCNII2024.03 | 0.7578 | 0.7515 | |
| CIT-GCNII(w/o)Backbone=GCNII, Mode=Ablation2024.03 | 0.7578 | 0.742 | |
| CIT-APPNPBackbone=APPNP2024.03 | 0.757 | 0.7588 | |
| SR-APPNPBackbone=APPNP2024.03 | 0.754 | 0.743 | |
| APPNPBackbone=APPNP2024.03 | 0.7453 | 0.7399 | |
| CIT-GCNBackbone=GCN2024.03 | 0.732 | 0.7233 | |
| CIT-GCN(w/o)Backbone=GCN, Mode=Ablation2024.03 | 0.73 | 0.723 | |
| GCNBackbone=GCN2024.03 | 0.7248 | 0.7106 | |
| CIT-GATBackbone=GAT2024.03 | 0.719 | 0.7088 | |
| CIT-GAT(w/o)Backbone=GAT, Mode=Ablation2024.03 | 0.71 | 0.693 | |
| GATBackbone=GAT2024.03 | 0.7088 | 0.6997 | |
| SR-GATBackbone=GAT2024.03 | 0.7036 | 0.6924 | |
| SR-GCNBackbone=GCN2024.03 | 0.7035 | 0.6914 |