Node Classification on PubMed (F-score)
90.23F-scoreCNL-GNN
Evaluation results
| Method | Links | |
|---|---|---|
| CNL-GNNevaluation_protocol=5-fold cross-validation2026.02 | 90.23 | |
| CAMevaluation_protocol=5-fold cross-validation2026.02 | 88.08 | |
| CaNetevaluation_protocol=5-fold cross-validation2026.02 | 87.19 | |
| CIEevaluation_protocol=5-fold cross-validation2026.02 | 84.71 | |
| GAT-ICLevaluation_protocol=5-fold cross-validation2026.02 | 84.15 | |
| ACE-GATevaluation_protocol=5-fold cross-validation2026.02 | 78.67 | |
| GCN-ICLevaluation_protocol=5-fold cross-validation2026.02 | 77.91 | |
| GCILevaluation_protocol=5-fold cross-validation2026.02 | 76.66 | |
| ACE-GCNevaluation_protocol=5-fold cross-validation2026.02 | 73.03 |