Node Classification on BlogCatalog B1-B2 transfer scenarios
54.89B1 → B2 AccuracyADAlign
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ADAlign2026.02 | 54.89 | 51.85 | |
| TDSS2026.02 | 48.31 | 44.31 | |
| DGSDA2026.02 | 48.01 | 42.06 | |
| GAA2026.02 | 45.66 | 40.59 | |
| A2GNN2026.02 | 45.42 | 43.14 | |
| HGDA2026.02 | 45.32 | 43.35 | |
| GRADE2026.02 | 44.46 | 42 | |
| GraphAlign2026.02 | 43.14 | 42.29 | |
| SA-GDA2026.02 | 40.26 | 44.59 | |
| StruRW2026.02 | 39.62 | 41.36 | |
| PairAlign2026.02 | 39.57 | 41.98 | |
| UDAGCN2026.02 | 28.83 | 28.95 | |
| DANE2026.02 | 25.2 | 28.37 | |
| AdaGCN2026.02 | 20.69 | 18.73 | |
| GCN2026.02 | 13.8 | 13.76 | |
| GIN2026.02 | 11.44 | 9.57 | |
| GAT2026.02 | 11.18 | 9.43 |