Node Classification on DGL dataset A (test)
36.62AccuracyExphormer
Evaluation results
| Method | Links | |
|---|---|---|
| ExphormerCategory=GTs2026.06 | 36.62 | |
| GRAPH CASCADESBackbone=Our Best Accuracy2026.06 | 36.46 | |
| SANCategory=GTs2026.06 | 36.04 | |
| GraphGPSCategory=GTs2026.06 | 35.19 | |
| GraphormerCategory=GTs2026.06 | 35.01 | |
| GophormerCategory=GTs2026.06 | 34.9 | |
| GraphSAGECategory=GNNs2026.06 | 34.57 | |
| GTCategory=GTs2026.06 | 34.19 | |
| PolyFormerCategory=GTs2026.06 | 32.12 | |
| NAGCategory=GTs2026.06 | 31.68 | |
| PPRGoCategory=GNNs2026.06 | 31.36 | |
| SGFormerCategory=GTs2026.06 | 31.06 | |
| SpecFormerCategory=GTs2026.06 | 30.74 | |
| GRAND+Category=GNNs2026.06 | 30.2 | |
| GCNCategory=GNNs2026.06 | 29.59 | |
| GATCategory=GNNs2026.06 | 28.85 | |
| VCRCategory=GTs2026.06 | 26.41 |