Node Classification on Synthetic Hypergraph Io = 50
99.04Mean AccuracyDSHNLight
Evaluation results
| Method | Links | |
|---|---|---|
| DSHNLight2025.10 | 99.04 | |
| DSHN2025.10 | 95.84 | |
| DHGNNEmbedding=true2025.10 | 81.12 | |
| GeDi-HNN2025.10 | 78.24 | |
| HGNN2025.10 | 37.76 | |
| DHGNNEmbedding=false2025.10 | 35.76 | |
| ED-HNN2025.10 | 32.48 | |
| AllSetTransformer2025.10 | 31.84 | |
| AllDeepSets2025.10 | 31.7 | |
| SheafHyperGNN2025.10 | 26 | |
| HyperND2025.10 | 20.64 | |
| UniGCNII2025.10 | 19.84 | |
| HNHN2025.10 | 19.76 | |
| LEGCN2025.10 | 19.6 | |
| PhenomNN2025.10 | 18.72 |