Node Classification on Pubmed HOMO (test)
88.47Mean AccuracyBHyGNN+
Evaluation results
| Method | Links | |
|---|---|---|
| BHyGNN+Learning Protocol=Unsupervised2026.02 | 88.47 | |
| BHyGNNLearning Protocol=Supervised2026.02 | 88.02 | |
| HypeBoyLearning Protocol=Unsupervised2026.02 | 87.94 | |
| ED-HNNLearning Protocol=Supervised2026.02 | 87.26 | |
| TriCLLearning Protocol=Unsupervised2026.02 | 87.04 | |
| HyperGCLLearning Protocol=Unsupervised2026.02 | 86.98 | |
| HyGCL-ADTLearning Protocol=Unsupervised2026.02 | 86.89 | |
| AllSetLearning Protocol=Supervised2026.02 | 86.38 | |
| HyperGCNLearning Protocol=Supervised2026.02 | 86.31 | |
| UniGCNIILearning Protocol=Supervised2026.02 | 86.31 | |
| HNHNLearning Protocol=Supervised2026.02 | 85.92 | |
| HGNNLearning Protocol=Supervised2026.02 | 85.82 | |
| SheafHGNNLearning Protocol=Supervised2026.02 | 85.41 | |
| MLPLearning Protocol=Supervised2026.02 | 84.45 | |
| HCHALearning Protocol=Supervised2026.02 | 83.53 |