Node Classification on Pubmed (OOD)
90.1AccuracyGCN + SIGHT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GCN + SIGHTBackbone=GCN2026.02 | 90.1 | 0.006 | 0.275 | 0.148 | 85.1 | |
| GAT + SIGHTBackbone=GAT2026.02 | 85.7 | 0.011 | 0.38 | 0.21 | 81.7 | |
| GCN + G-ΔUQBackbone=GCN2026.02 | 83.8 | 0.09 | 0.668 | 0.263 | 74.2 | |
| GAT + G-ΔUQBackbone=GAT2026.02 | 83.8 | 0.09 | 0.668 | 0.263 | 74.2 | |
| GCNBackbone=GCN2026.02 | 73.7 | 0.146 | 0.96 | 0.411 | 72.3 | |
| GATBackbone=GAT2026.02 | 73.7 | 0.146 | 0.96 | 0.411 | 72.3 |