Node Classification on Cora (F1 and BACC)
62.08F1 ScoreGCN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GCNupsampling ratio=10, setting=OOD2026.04 | 62.08 | 69.26 | |
| GCBupsampling ratio=10, setting=OOD2026.04 | 61.68 | 69.55 | |
| VGIBupsampling ratio=10, setting=OOD2026.04 | 60.87 | 69.42 | |
| GATupsampling ratio=10, setting=OOD2026.04 | 60.32 | 68.94 | |
| SAGEupsampling ratio=10, setting=OOD2026.04 | 50.49 | 57.96 | |
| MLPupsampling ratio=10, setting=OOD2026.04 | 47.58 | 59.14 | |
| GTupsampling ratio=10, setting=OOD2026.04 | 47.31 | 56.27 | |
| GIBupsampling ratio=10, setting=OOD2026.04 | 26.3 | 44.06 | |
| DIR-GNNupsampling ratio=10, setting=OOD2026.04 | 22.04 | 42.6 |