Node Classification on DGL dataset Q (test)
81.95AccuracyGophormer
Evaluation Results
| Method | Links | |
|---|---|---|
| GophormerCategory=GTs2026.06 | 81.95 | |
| GRAPH CASCADESBackbone=Our Best Accuracy2026.06 | 81.02 | |
| SANCategory=GTs2026.06 | 80.63 | |
| ExphormerCategory=GTs2026.06 | 80.39 | |
| GTCategory=GTs2026.06 | 73.52 | |
| GraphSAGECategory=GNNs2026.06 | 72.89 | |
| GraphGPSCategory=GTs2026.06 | 72.66 | |
| GraphormerCategory=GTs2026.06 | 71.33 | |
| PolyFormerCategory=GTs2026.06 | 69.77 | |
| SpecFormerCategory=GTs2026.06 | 68.9 | |
| SGFormerCategory=GTs2026.06 | 63.86 | |
| NAGCategory=GTs2026.06 | 61.25 | |
| PPRGoCategory=GNNs2026.06 | 55.63 | |
| GRAND+Category=GNNs2026.06 | 53.2 | |
| GCNCategory=GNNs2026.06 | 51.41 | |
| VCRCategory=GTs2026.06 | 51.33 | |
| GATCategory=GNNs2026.06 | 49.45 |