Transductive Node Classification on Pubmed (100 random dataset splits)
79.21AccuracySL-GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| SL-GCNBackbone=GCN2025.11 | 79.21 | |
| SL-TranBackbone=Transformer2025.11 | 79.02 | |
| Baseline-TranBackbone=Transformer2025.11 | 78.6 | |
| Kuramoto-TranBackbone=Transformer2025.11 | 78.46 | |
| Baseline-GCNBackbone=GCN2025.11 | 78.24 | |
| GraphCON-GCNBackbone=GCN2025.11 | 77.95 | |
| SL-GATBackbone=GAT2025.11 | 77.55 | |
| Kuramoto-GATBackbone=GAT2025.11 | 77.38 | |
| Graphcon-GATBackbone=GAT2025.11 | 77.33 | |
| Baseline-GATBackbone=GAT2025.11 | 77.31 | |
| Graphcon-TranBackbone=Transformer2025.11 | 76.64 | |
| Kuramoto-GCNBackbone=GCN2025.11 | 76.38 |