Node Classification on DGL dataset B (test)
64.83AccuracyGT
Evaluation results
| Method | Links | |
|---|---|---|
| GTCategory=GTs2026.06 | 64.83 | |
| GraphSAGECategory=GNNs2026.06 | 64.36 | |
| GRAPH CASCADESBackbone=Our Best Accuracy2026.06 | 63.65 | |
| GraphGPSCategory=GTs2026.06 | 60.78 | |
| ExphormerCategory=GTs2026.06 | 59.36 | |
| SANCategory=GTs2026.06 | 59.22 | |
| GATCategory=GNNs2026.06 | 58.63 | |
| GCNCategory=GNNs2026.06 | 57.3 | |
| GophormerCategory=GTs2026.06 | 53.16 | |
| GraphormerCategory=GTs2026.06 | 50.7 | |
| PolyFormerCategory=GTs2026.06 | 46.83 | |
| PPRGoCategory=GNNs2026.06 | 45.83 | |
| GRAND+Category=GNNs2026.06 | 45.54 | |
| SGFormerCategory=GTs2026.06 | 42.37 | |
| SpecFormerCategory=GTs2026.06 | 42.29 | |
| NAGCategory=GTs2026.06 | 40.38 | |
| VCRCategory=GTs2026.06 | 27.28 |