Node Classification on Twitch U-B-E transfer scenarios
71.96Accuracy (U->B)ADAlign
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ADAlign2026.02 | 71.96 | 52.74 | 54.47 | 59.1 | 51.37 | 75.74 | |
| SA-GDA2026.02 | 66.51 | 50.39 | 47.94 | 53.92 | 45.34 | 64.63 | |
| AdaGCN2026.02 | 66.15 | 51.45 | 43.89 | 54.92 | 44.37 | 73.34 | |
| PairAlign2026.02 | 65.35 | 35.61 | 40.89 | 37.57 | 37.71 | 53.26 | |
| TDSS2026.02 | 63.36 | 48.17 | 36.46 | 40.38 | 36.55 | 45.27 | |
| HGDA2026.02 | 63.27 | 44.48 | 50.25 | 43.17 | 43.44 | 56.74 | |
| StruRW2026.02 | 62.25 | 37.26 | 40.02 | 36.84 | 38.1 | 52.15 | |
| GraphAlign2026.02 | 61.33 | 50.09 | 47.11 | 53.19 | 49.31 | 69.97 | |
| A2GNN2026.02 | 61.08 | 43.51 | 38.6 | 42.8 | 48.39 | 46.76 | |
| DGSDA2026.02 | 60.28 | 48.2 | 53.76 | 42.58 | 47.59 | 59.3 | |
| GAA2026.02 | 59.28 | 50.16 | 50.18 | 42.76 | 47.17 | 55.34 | |
| UDAGCN2026.02 | 56.82 | 41.85 | 34.65 | 47.6 | 41.83 | 61.97 | |
| GRADE2026.02 | 56.16 | 46.86 | 38.68 | 53.93 | 42.47 | 60.13 | |
| GCN2026.02 | 55.12 | 42.63 | 31.21 | 46.52 | 37.39 | 57.27 | |
| GAT2026.02 | 48.01 | 35.57 | 41.25 | 46.18 | 42.13 | 49.02 | |
| DANE2026.02 | 41.23 | 34.24 | 35.73 | 33.57 | 28.26 | 39.94 | |
| GIN2026.02 | 23.29 | 22.5 | 28.06 | 26.03 | 28.03 | 26.21 |