Node Classification on Social domains Blog2 to Blog1
52.42Micro-F1ADAlign
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ADAlign2026.02 | 52.42 | — | |
| DiffGDA2026.02 | 48.95 | 47.17 | |
| GRADE2026.02 | 46.78 | 42 | |
| GRADE2026.02 | 46.78 | — | |
| SA-GDA2026.02 | 45.57 | — | |
| GGDA2026.02 | 44.85 | 43.45 | |
| HGDA2026.02 | 44.29 | — | |
| TDSS2026.02 | 44.2 | 44.31 | |
| DGSDA2026.02 | 44.12 | 42.06 | |
| DGSDA2026.02 | 44.12 | — | |
| A2GNN2026.02 | 44.01 | 43.14 | |
| A2GNN2026.02 | 44.01 | — | |
| DFT2025.12 | 43.87 | 38.86 | |
| GAA2026.02 | 43.74 | 40.59 | |
| GAA2026.02 | 43.74 | — | |
| TDSS2026.02 | 43.7 | — | |
| GraphAlign2026.02 | 43.21 | 42.29 | |
| GraphAlign2026.02 | 43.21 | — | |
| PairAlign2026.02 | 42.64 | 41.98 | |
| PairAlign2026.02 | 42.64 | — | |
| StruRW2026.02 | 42.01 | 41.36 | |
| StruRW2026.02 | 42.01 | — | |
| UDAGCN2026.02 | 31.86 | 28.95 | |
| UDAGCN2026.02 | 31.86 | — | |
| DANE2026.02 | 30.32 | 28.37 | |
| DANE2026.02 | 30.32 | — | |
| AdaGCN2025.12 | 29.15 | 27.5 | |
| PairAlign2025.12 | 27.64 | 23.52 | |
| AdaGCN2026.02 | 27.17 | 18.73 | |
| AdaGCN2026.02 | 27.17 | — | |
| A2GNN2025.12 | 24.93 | 12.01 | |
| DANN2025.12 | 23.96 | 17.8 | |
| GCN2026.02 | 23.46 | 13.76 | |
| GCN2026.02 | 23.46 | — | |
| GRADE2025.12 | 23.08 | 13.86 | |
| SpecReg2025.12 | 20.27 | 10.6 | |
| UDAGCN2025.12 | 19.5 | 9.97 | |
| GAT2026.02 | 19.46 | 9.43 | |
| GAT2026.02 | 19.46 | — | |
| GIN2026.02 | 18.6 | 9.57 | |
| GIN2026.02 | 18.6 | — | |
| StruRW2025.12 | 17.54 | 6.36 |