Node Classification on Cora HOMO. (test)
81.14Mean AccuracySheafHGNN
Evaluation Results
| Method | Links | |
|---|---|---|
| SheafHGNNLearning Protocol=Supervised2026.02 | 81.14 | |
| BHyGNNLearning Protocol=Supervised2026.02 | 80.72 | |
| HyGCL-ADTLearning Protocol=Unsupervised2026.02 | 80.52 | |
| BHyGNN+Learning Protocol=Unsupervised2026.02 | 80.31 | |
| HypeBoyLearning Protocol=Unsupervised2026.02 | 80.04 | |
| TriCLLearning Protocol=Unsupervised2026.02 | 79.92 | |
| ED-HNNLearning Protocol=Supervised2026.02 | 79.88 | |
| HGNNLearning Protocol=Supervised2026.02 | 79.42 | |
| HyperGCLLearning Protocol=Unsupervised2026.02 | 79.39 | |
| HCHALearning Protocol=Supervised2026.02 | 79.23 | |
| AllSetLearning Protocol=Supervised2026.02 | 78.3 | |
| UniGCNIILearning Protocol=Supervised2026.02 | 78.2 | |
| BHyGNN+Learning Protocol=Unsupervised2026.02 | 76.42 | |
| HypeBoyLearning Protocol=Unsupervised2026.02 | 76.4 | |
| HyGCL-ADTLearning Protocol=Unsupervised2026.02 | 76.35 | |
| UniGCNIILearning Protocol=Supervised2026.02 | 76.25 | |
| TriCLLearning Protocol=Unsupervised2026.02 | 76.21 | |
| SheafHGNNLearning Protocol=Supervised2026.02 | 76.19 | |
| HGNNLearning Protocol=Supervised2026.02 | 76.11 | |
| HCHALearning Protocol=Supervised2026.02 | 75.97 | |
| BHyGNNLearning Protocol=Supervised2026.02 | 75.87 | |
| ED-HNNLearning Protocol=Supervised2026.02 | 75.78 | |
| HyperGCLLearning Protocol=Unsupervised2026.02 | 75.27 | |
| HyperGCNLearning Protocol=Supervised2026.02 | 75.12 | |
| AllSetLearning Protocol=Supervised2026.02 | 74.26 | |
| HyperGCNLearning Protocol=Supervised2026.02 | 73.89 | |
| HNHNLearning Protocol=Supervised2026.02 | 72.12 | |
| HNHNLearning Protocol=Supervised2026.02 | 71.52 | |
| MLPLearning Protocol=Supervised2026.02 | 69.45 | |
| MLPLearning Protocol=Supervised2026.02 | 68.45 |