Node Classification on DGL dataset G (test)
75.02AccuracyGRAPH CASCADES
Evaluation results
| Method | Links | |
|---|---|---|
| GRAPH CASCADESBackbone=Our Best Accuracy2026.06 | 75.02 | |
| ExphormerCategory=GTs2026.06 | 68.19 | |
| SANCategory=GTs2026.06 | 67.55 | |
| GophormerCategory=GTs2026.06 | 67.13 | |
| GraphSAGECategory=GNNs2026.06 | 64.47 | |
| GTCategory=GTs2026.06 | 61.91 | |
| GraphGPSCategory=GTs2026.06 | 61.38 | |
| PolyFormerCategory=GTs2026.06 | 59.02 | |
| NAGCategory=GTs2026.06 | 58.94 | |
| SGFormerCategory=GTs2026.06 | 55.19 | |
| SpecFormerCategory=GTs2026.06 | 54 | |
| GraphormerCategory=GTs2026.06 | 51.49 | |
| PPRGoCategory=GNNs2026.06 | 46.91 | |
| GCNCategory=GNNs2026.06 | 45.11 | |
| GRAND+Category=GNNs2026.06 | 45.11 | |
| VCRCategory=GTs2026.06 | 44.89 | |
| GATCategory=GNNs2026.06 | 44.15 |