Node Classification on DGL dataset N (test)
82.31AccuracyGRAPH CASCADES
Evaluation results
| Method | Links | |
|---|---|---|
| GRAPH CASCADESBackbone=Our Best Accuracy2026.06 | 82.31 | |
| GophormerCategory=GTs2026.06 | 81.49 | |
| SANCategory=GTs2026.06 | 80 | |
| GraphSAGECategory=GNNs2026.06 | 79.79 | |
| ExphormerCategory=GTs2026.06 | 79.47 | |
| GTCategory=GTs2026.06 | 77.77 | |
| GraphGPSCategory=GTs2026.06 | 69.68 | |
| GraphormerCategory=GTs2026.06 | 68.62 | |
| PolyFormerCategory=GTs2026.06 | 64.38 | |
| NAGCategory=GTs2026.06 | 63.3 | |
| SpecFormerCategory=GTs2026.06 | 63.26 | |
| SGFormerCategory=GTs2026.06 | 61.61 | |
| PPRGoCategory=GNNs2026.06 | 58.51 | |
| GATCategory=GNNs2026.06 | 56.7 | |
| GRAND+Category=GNNs2026.06 | 56.49 | |
| VCRCategory=GTs2026.06 | 54.68 | |
| GCNCategory=GNNs2026.06 | 54.57 |