Node Classification on DGL dataset P (test)
84.57AccuracyGraphSAGE
Evaluation results
| Method | Links | |
|---|---|---|
| GraphSAGECategory=GNNs2026.06 | 84.57 | |
| PPRGoCategory=GNNs2026.06 | 84.16 | |
| GCNCategory=GNNs2026.06 | 83.89 | |
| ExphormerCategory=GTs2026.06 | 83.84 | |
| GRAPH CASCADESBackbone=Our Best Accuracy2026.06 | 83.54 | |
| GRAND+Category=GNNs2026.06 | 83.38 | |
| GophormerCategory=GTs2026.06 | 83.34 | |
| NAGCategory=GTs2026.06 | 82.4 | |
| VCRCategory=GTs2026.06 | 78.46 | |
| PolyFormerCategory=GTs2026.06 | 73.18 | |
| SpecFormerCategory=GTs2026.06 | 71.82 | |
| SGFormerCategory=GTs2026.06 | 67.03 |