Node Classification on DGL dataset M (test)
47.31AccuracyGRAPH CASCADES
Evaluation results
| Method | Links | |
|---|---|---|
| GRAPH CASCADESBackbone=Our Best Accuracy2026.06 | 47.31 | |
| GraphSAGECategory=GNNs2026.06 | 45.41 | |
| ExphormerCategory=GTs2026.06 | 42.31 | |
| GraphormerCategory=GTs2026.06 | 40.55 | |
| GraphGPSCategory=GTs2026.06 | 40.04 | |
| GCNCategory=GNNs2026.06 | 39.1 | |
| SANCategory=GTs2026.06 | 39 | |
| GophormerCategory=GTs2026.06 | 37.44 | |
| PolyFormerCategory=GTs2026.06 | 34.42 | |
| SGFormerCategory=GTs2026.06 | 32.86 | |
| SpecFormerCategory=GTs2026.06 | 31.44 | |
| GRAND+Category=GNNs2026.06 | 30.23 | |
| PPRGoCategory=GNNs2026.06 | 30.22 | |
| NAGCategory=GTs2026.06 | 25.8 | |
| VCRCategory=GTs2026.06 | 22.48 |