Node Classification on DBLP HOMO (test)
91.26Mean AccuracyHypeBoy
Evaluation results
| Method | Links | |
|---|---|---|
| HypeBoyLearning Protocol=Unsupervised2026.02 | 91.26 | |
| BHyGNN+Learning Protocol=Unsupervised2026.02 | 91.17 | |
| TriCLLearning Protocol=Unsupervised2026.02 | 91.12 | |
| BHyGNNLearning Protocol=Supervised2026.02 | 90.93 | |
| ED-HNNLearning Protocol=Supervised2026.02 | 90.85 | |
| HyperGCLLearning Protocol=Unsupervised2026.02 | 90.83 | |
| AllSetLearning Protocol=Supervised2026.02 | 90.69 | |
| HyGCL-ADTLearning Protocol=Unsupervised2026.02 | 90.56 | |
| UniGCNIILearning Protocol=Supervised2026.02 | 90.53 | |
| HGNNLearning Protocol=Supervised2026.02 | 90.38 | |
| SheafHGNNLearning Protocol=Supervised2026.02 | 90.29 | |
| HCHALearning Protocol=Supervised2026.02 | 90.27 | |
| HyperGCNLearning Protocol=Supervised2026.02 | 88.37 | |
| HNHNLearning Protocol=Supervised2026.02 | 86.42 | |
| MLPLearning Protocol=Supervised2026.02 | 83.76 |