Node Classification on Citeseer HOMO. (test)
88.78Mean AccuracyGCNB
Evaluation Results
| Method | Links | |
|---|---|---|
| GCNB2025.05 | 88.78 | |
| TUNEUP2025.05 | 88.35 | |
| DropEdge2025.05 | 88.06 | |
| DropMessage2025.05 | 88.06 | |
| GCN2025.05 | 87.96 | |
| DropNode2025.05 | 87.84 | |
| GraphPatcher2025.05 | 87.38 | |
| MLP2025.05 | 76.37 | |
| TriCLLearning Protocol=Unsupervised2026.02 | 72.18 | |
| HyGCL-ADTLearning Protocol=Unsupervised2026.02 | 71.03 | |
| HypeBoyLearning Protocol=Unsupervised2026.02 | 70.98 | |
| BHyGNN+Learning Protocol=Unsupervised2026.02 | 70.64 | |
| SheafHGNNLearning Protocol=Supervised2026.02 | 70.57 | |
| UniGCNIILearning Protocol=Supervised2026.02 | 70.21 | |
| HyperGCLLearning Protocol=Unsupervised2026.02 | 70.21 | |
| BHyGNNLearning Protocol=Supervised2026.02 | 70.12 | |
| ED-HNNLearning Protocol=Supervised2026.02 | 69.82 | |
| AllSetLearning Protocol=Supervised2026.02 | 69.71 | |
| HGNNLearning Protocol=Supervised2026.02 | 69.32 | |
| HyperGCNLearning Protocol=Supervised2026.02 | 69.13 | |
| HCHALearning Protocol=Supervised2026.02 | 68.84 | |
| HNHNLearning Protocol=Supervised2026.02 | 68.36 | |
| MLPLearning Protocol=Supervised2026.02 | 68.05 |