Node Classification on Cora OOD (test)
0.561F1 ScoreGCN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCNUpsampling ratio=2, Setting=OOD2026.04 | 0.561 | 0.6404 | |
| GCBUpsampling ratio=2, Setting=OOD2026.04 | 0.5423 | 0.6297 | |
| GATUpsampling ratio=2, Setting=OOD2026.04 | 0.5254 | 0.6329 | |
| MLPUpsampling ratio=2, Setting=OOD2026.04 | 0.4652 | 0.575 | |
| VGIBUpsampling ratio=2, Setting=OOD2026.04 | 0.456 | 0.5819 | |
| GTUpsampling ratio=2, Setting=OOD2026.04 | 0.4283 | 0.5162 | |
| SAGEUpsampling ratio=2, Setting=OOD2026.04 | 0.4039 | 0.5069 | |
| SEGNNUpsampling ratio=2, Setting=OOD2026.04 | 0.4004 | 0.5144 | |
| GIBUpsampling ratio=2, Setting=OOD2026.04 | 0.2145 | 0.4093 | |
| DIR-GNNUpsampling ratio=2, Setting=OOD2026.04 | 0.1854 | 0.4048 |