Node Classification on Synthetic Hypergraph (Io = 30)
97.84Mean AccuracyDSHN
Evaluation Results
| Method | Links | |
|---|---|---|
| DSHN2025.10 | 97.84 | |
| DSHNLight2025.10 | 97.04 | |
| DHGNNEmbedding=true2025.10 | 85.28 | |
| GeDi-HNN2025.10 | 71.84 | |
| DHGNNEmbedding=false2025.10 | 51.68 | |
| AllSetTransformer2025.10 | 43.68 | |
| HGNN2025.10 | 43.44 | |
| AllDeepSets2025.10 | 32.32 | |
| HNHN2025.10 | 28.88 | |
| SheafHyperGNN2025.10 | 27.28 | |
| PhenomNN2025.10 | 22.08 | |
| UniGCNII2025.10 | 21.12 | |
| HyperND2025.10 | 21.12 | |
| LEGCN2025.10 | 20.72 | |
| ED-HNN2025.10 | 18.88 |