Node Classification on Wiki (Accuracy)
78.69AccuracySPGCL
Evaluation Results
| Method | Links | |
|---|---|---|
| SPGCL2026.01 | 78.69 | |
| DropEdge2026.01 | 77.34 | |
| Pro-GNN2026.01 | 74.84 | |
| MeanGNNEvaluation protocol=End-to-end2026.03 | 74.23 | |
| TS-MeanEvaluation protocol=Zero-shot2026.03 | 69.89 | |
| GATEvaluation protocol=End-to-end2026.03 | 68.91 | |
| GOBLINEvaluation protocol=Zero-shot2026.03 | 64.09 | |
| SGC2026.01 | 61.12 | |
| GraphAnyEvaluation protocol=Zero-shot2026.03 | 60.27 | |
| GraphSAGE2026.01 | 59.88 | |
| GAT2026.01 | 55.3 | |
| GCN2026.01 | 53.66 | |
| LDS2026.01 | 45.32 | |
| Geom-GCN2026.01 | 36.01 |