Node Classification on DGL dataset C (test)
75.88AccuracyGraphSAGE
Evaluation results
| Method | Links | |
|---|---|---|
| GraphSAGECategory=GNNs2026.06 | 75.88 | |
| GATCategory=GNNs2026.06 | 75.77 | |
| GCNCategory=GNNs2026.06 | 75.7 | |
| GRAPH CASCADESBackbone=Our Best Accuracy2026.06 | 75.46 | |
| GraphGPSCategory=GTs2026.06 | 75.23 | |
| NAGCategory=GTs2026.06 | 74.72 | |
| PPRGoCategory=GNNs2026.06 | 74.33 | |
| GRAND+Category=GNNs2026.06 | 73.8 | |
| SANCategory=GTs2026.06 | 73.37 | |
| PolyFormerCategory=GTs2026.06 | 72.13 | |
| VCRCategory=GTs2026.06 | 71.15 | |
| SpecFormerCategory=GTs2026.06 | 70.33 | |
| SGFormerCategory=GTs2026.06 | 69.91 | |
| GTCategory=GTs2026.06 | 68.6 | |
| ExphormerCategory=GTs2026.06 | 68.34 | |
| GraphormerCategory=GTs2026.06 | 33.18 | |
| GophormerCategory=GTs2026.06 | 31.48 |