Node Classification on Walmart (sigma=1.0)
68.51Mean AccuracyBHyGNN+
Evaluation Results
| Method | Links | |
|---|---|---|
| BHyGNN+Learning Paradigm=Unsupervised2026.02 | 68.51 | |
| HyperGCLLearning Paradigm=Unsupervised2026.02 | 67.28 | |
| BHyGNNLearning Paradigm=Supervised2026.02 | 66.85 | |
| TriCLLearning Paradigm=Unsupervised2026.02 | 66.38 | |
| AllSetLearning Paradigm=Supervised2026.02 | 65.35 | |
| HyGCL-ADTLearning Paradigm=Unsupervised2026.02 | 65.34 | |
| ED-HNNLearning Paradigm=Supervised2026.02 | 65.07 | |
| HypeBoyLearning Paradigm=Unsupervised2026.02 | 64.28 | |
| UniGCNIILearning Paradigm=Supervised2026.02 | 63.72 | |
| HCHALearning Paradigm=Supervised2026.02 | 61.83 | |
| HGNNLearning Paradigm=Supervised2026.02 | 61.34 | |
| HNHNLearning Paradigm=Supervised2026.02 | 58.01 | |
| HyperGCNLearning Paradigm=Supervised2026.02 | 49.61 | |
| MLPLearning Paradigm=Supervised2026.02 | 44.69 |