Node Classification on Walmart sigma=0.6
80.83Mean AccuracyHyperGCL
Evaluation Results
| Method | Links | |
|---|---|---|
| HyperGCLLearning Paradigm=Unsupervised2026.02 | 80.83 | |
| BHyGNN+Learning Paradigm=Unsupervised2026.02 | 80.65 | |
| BHyGNNLearning Paradigm=Supervised2026.02 | 79.94 | |
| TriCLLearning Paradigm=Unsupervised2026.02 | 79.27 | |
| AllSetLearning Paradigm=Supervised2026.02 | 78.74 | |
| HyGCL-ADTLearning Paradigm=Unsupervised2026.02 | 78.41 | |
| ED-HNNLearning Paradigm=Supervised2026.02 | 78.15 | |
| HGNNLearning Paradigm=Supervised2026.02 | 77.19 | |
| HCHALearning Paradigm=Supervised2026.02 | 76.55 | |
| HypeBoyLearning Paradigm=Unsupervised2026.02 | 76.42 | |
| UniGCNIILearning Paradigm=Supervised2026.02 | 72.36 | |
| HNHNLearning Paradigm=Supervised2026.02 | 68.68 | |
| MLPLearning Paradigm=Supervised2026.02 | 62.23 | |
| HyperGCNLearning Paradigm=Supervised2026.02 | 62.02 |