Node Classification on Synthetic Hypergraph Io = 10
95.6Mean AccuracyDSHNLight
Evaluation Results
| Method | Links | |
|---|---|---|
| DSHNLight2025.10 | 95.6 | |
| DSHN2025.10 | 94.96 | |
| DHGNNEmbedding=true2025.10 | 84.48 | |
| GeDi-HNN2025.10 | 71.44 | |
| HGNN2025.10 | 47.12 | |
| AllDeepSets2025.10 | 44.4 | |
| DHGNNEmbedding=false2025.10 | 40.72 | |
| ED-HNN2025.10 | 34 | |
| SheafHyperGNN2025.10 | 30.64 | |
| PhenomNN2025.10 | 22.24 | |
| UniGCNII2025.10 | 21.44 | |
| AllSetTransformer2025.10 | 21.12 | |
| HNHN2025.10 | 20.4 | |
| HyperND2025.10 | 20.4 | |
| LEGCN2025.10 | 17.6 |