Node Classification on DGL dataset I (test)
72.14AccuracyGraphormer
Evaluation results
| Method | Links | |
|---|---|---|
| GraphormerCategory=GTs2026.06 | 72.14 | |
| NAGCategory=GTs2026.06 | 70.99 | |
| GophormerCategory=GTs2026.06 | 62.62 | |
| GRAPH CASCADESBackbone=Our Best Accuracy2026.06 | 62.25 | |
| GCNCategory=GNNs2026.06 | 59.34 | |
| VCRCategory=GTs2026.06 | 58.32 | |
| GraphSAGECategory=GNNs2026.06 | 58.19 | |
| GATCategory=GNNs2026.06 | 58.19 | |
| PPRGoCategory=GNNs2026.06 | 58.19 | |
| GRAND+Category=GNNs2026.06 | 58.19 | |
| GraphGPSCategory=GTs2026.06 | 57.41 | |
| ExphormerCategory=GTs2026.06 | 57.31 | |
| SANCategory=GTs2026.06 | 57.27 | |
| PolyFormerCategory=GTs2026.06 | 56.15 | |
| GTCategory=GTs2026.06 | 54.64 | |
| SpecFormerCategory=GTs2026.06 | 53.77 | |
| SGFormerCategory=GTs2026.06 | 52.53 |