Node Classification on Wisconsin Heterophilic (10 train val test splits)
87.65AccuracyH2GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| H2GCN2024.07 | 87.65 | |
| MLP2024.07 | 85.29 | |
| GraphFM-NFTFinetuning Strategy=Node decoder finetuning2024.07 | 83.62 | |
| GraphFM-MFTFinetuning Strategy=MLP-only finetuning2024.07 | 83.13 | |
| NAGHyperparameter Tuning=Extensive2024.07 | 68.23 | |
| GCN2024.07 | 51.76 | |
| SAN2024.07 | 51.37 | |
| GAT2024.07 | 49.41 |