Node Classification on Tolokers heterophilic graphs (test)
85.91AccuracyPolynormer
Evaluation Results
| Method | Links | |
|---|---|---|
| Polynormer2026.04 | 85.91 | |
| NT*variant=GT-augmented NT2026.04 | 85.91 | |
| NTvariant=vanilla2026.04 | 85.69 | |
| Exphormer2026.04 | 83.77 | |
| GraphGPS2026.04 | 83.71 | |
| DIFFormer2026.04 | 83.57 | |
| GOAT2026.04 | 83.11 | |
| NAGphormer2026.04 | 78.32 | |
| NodeFormer2026.04 | 78.1 |