Node Classification on DGL dataset J (test)
95.31AccuracyGraphSAGE
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphSAGECategory=GNNs2026.06 | 95.31 | |
| PPRGoCategory=GNNs2026.06 | 95.09 | |
| GophormerCategory=GTs2026.06 | 94.98 | |
| SANCategory=GTs2026.06 | 94.85 | |
| GRAPH CASCADESBackbone=Our Best Accuracy2026.06 | 94.84 | |
| GRAND+Category=GNNs2026.06 | 94.82 | |
| GraphGPSCategory=GTs2026.06 | 94.64 | |
| GATCategory=GNNs2026.06 | 94.49 | |
| ExphormerCategory=GTs2026.06 | 94.25 | |
| NAGCategory=GTs2026.06 | 93.94 | |
| GCNCategory=GNNs2026.06 | 93.9 | |
| PolyFormerCategory=GTs2026.06 | 91.93 | |
| SpecFormerCategory=GTs2026.06 | 89.22 | |
| GraphormerCategory=GTs2026.06 | 89.02 | |
| VCRCategory=GTs2026.06 | 88.45 | |
| SGFormerCategory=GTs2026.06 | 87.93 |