Link Prediction on WikiCS (test)
92.27F1 ScoreBES
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BES2026.06 | 92.27 | 97.03 | |
| H2GNN2026.06 | 92.12 | 97.32 | |
| SGC2026.06 | 92.05 | 97.35 | |
| GCN2026.06 | 91.92 | 97.26 | |
| SSGC2026.06 | 91.63 | 97.26 | |
| SGNN2026.06 | 91.02 | 96.85 | |
| Cheb2026.06 | 90.95 | 96.73 | |
| GAT2026.06 | 90.94 | 96.52 | |
| GraphSAGE2026.06 | 90.23 | 95.79 | |
| GATv22026.06 | 90.19 | 96.08 | |
| IGCL2026.06 | 89.84 | 96.13 | |
| NodeImport-GCN2026.06 | 89.73 | 96.01 | |
| NodeImport-GAT2026.06 | 89.47 | 95.92 | |
| MPNN-GCN2026.06 | 88.74 | 95.83 | |
| NodeImport-SAGE2026.06 | 86.43 | 93.37 | |
| MPNN-GAT2026.06 | 85.84 | 92.87 | |
| MPNN-SAGE2026.06 | 84.72 | 91.62 | |
| GraphECL2026.06 | 11.07 | 52.16 |