Link prediction on WikiCS (accuracy)
92.27AccuracyBES
Evaluation results
| Method | Links | |
|---|---|---|
| BES2026.06 | 92.27 | |
| H2GCN2026.06 | 92.04 | |
| SGC2026.06 | 92 | |
| GCN2026.06 | 91.89 | |
| SSGC2026.06 | 91.55 | |
| SGNN2026.06 | 91.01 | |
| GAT2026.06 | 90.87 | |
| Cheb2026.06 | 90.85 | |
| GraphSAGE2026.06 | 90.15 | |
| GATv22026.06 | 90.12 | |
| IGCL2026.06 | 89.81 | |
| NodeImport-GCNBackbone=GCN2026.06 | 89.56 | |
| NodeImport-GATBackbone=GAT2026.06 | 89.43 | |
| MPNN-GCNBackbone=GCN2026.06 | 89.05 | |
| NodeImport-SAGEBackbone=GraphSAGE2026.06 | 86.41 | |
| MPNN-GATBackbone=GAT2026.06 | 85.87 | |
| MPNN-SAGEBackbone=GraphSAGE2026.06 | 84.73 | |
| GraphECL2026.06 | 51.99 |