Node Classification on DBLP HET (test)
86.17Mean AccuracyBHyGNN+
Evaluation results
| Method | Links | |
|---|---|---|
| BHyGNN+Learning Protocol=Unsupervised2026.02 | 86.17 | |
| HyperGCLLearning Protocol=Unsupervised2026.02 | 85.1 | |
| BHyGNNLearning Protocol=Supervised2026.02 | 85.05 | |
| AllSetLearning Protocol=Supervised2026.02 | 84.06 | |
| ED-HNNLearning Protocol=Supervised2026.02 | 83.9 | |
| MLPLearning Protocol=Supervised2026.02 | 83.76 | |
| HyGCL-ADTLearning Protocol=Unsupervised2026.02 | 83.76 | |
| TriCLLearning Protocol=Unsupervised2026.02 | 83.37 | |
| SheafHGNNLearning Protocol=Supervised2026.02 | 82.17 | |
| UniGCNIILearning Protocol=Supervised2026.02 | 81.8 | |
| HNHNLearning Protocol=Supervised2026.02 | 81.76 | |
| HypeBoyLearning Protocol=Unsupervised2026.02 | 81.72 | |
| HGNNLearning Protocol=Supervised2026.02 | 68.53 | |
| HCHALearning Protocol=Supervised2026.02 | 67.91 | |
| HyperGCNLearning Protocol=Supervised2026.02 | 65.8 |