Node Classification on PubMed (test) (Accuracy and Macro-F1)
80.82AccuracyGraphSB
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GraphSB2026.01 | 80.82 | 80.72 | |
| GraphSHA2026.01 | 77.11 | 77.45 | |
| IceBerg2026.01 | 76.85 | 77.45 | |
| CDCGAN2026.01 | 72.82 | 74.42 | |
| GraphENS2026.01 | 72.23 | 71.92 | |
| GraphMixup2026.01 | 71.42 | 71.72 | |
| TAM2026.01 | 71.32 | 71.52 | |
| SMOTE2026.01 | 70.82 | 70.43 | |
| Re-weight2026.01 | 69.72 | 69.42 | |
| Embed-SMOTE2026.01 | 69.23 | 69.13 | |
| DR-GNN2026.01 | 68.52 | 68.14 | |
| GraphSMOTE2026.01 | 68.23 | 68.23 | |
| Vanilla2026.01 | 67.51 | 67.43 |