Node Classification on Actor Heterophilic (10 train/val/test splits)
38.01AccuracyGraphFM-NFT
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphFM-NFTFinetuning Strategy=Node decoder finetuning2024.07 | 38.01 | |
| MLP2024.07 | 36.63 | |
| GraphFM-MFTFinetuning Strategy=MLP-only finetuning2024.07 | 36.29 | |
| H2GCN2024.07 | 35.7 | |
| NAGHyperparameter Tuning=Extensive2024.07 | 34.33 | |
| GAT2024.07 | 27.44 | |
| GCN2024.07 | 27.32 | |
| SAN2024.07 | 27.32 |