Hypergraph Node Classification on DBLP-CA 50/25/25 (test)
92.2Test AccuracyHGPM
Evaluation results
| Method | Links | |
|---|---|---|
| HGPMPre-training=true2026.05 | 92.2 | |
| HealHGNN2026.05 | 92 | |
| ED-HNN2026.05 | 91.9 | |
| PhenomNN2026.05 | 91.9 | |
| UniGCNII2026.05 | 91.7 | |
| SheafHyperGNN2026.05 | 91.6 | |
| AllSetTransformer2026.05 | 91.5 | |
| AllDeepSets2026.05 | 91.3 | |
| KHGNN2026.05 | 91.2 | |
| HGPMPre-training=false2026.05 | 91.1 | |
| HGNN2026.05 | 91 | |
| HyperGCN2026.05 | 89.4 | |
| CEGAT2026.05 | 88.6 | |
| HNHN2026.05 | 86.8 | |
| MLP2026.05 | 84.8 |