Training Time on Pokec-n for Node Classification
170Training Time (s)FairGHDC
Evaluation Results
| Method | Links | |
|---|---|---|
| FairGHDCtraining_schedule=single pass2025.12 | 170 | |
| FairGNNtraining_schedule=multi-epoch2025.12 | 1,600 | |
| GNNtraining_schedule=multi-epoch2025.12 | 1,660 | |
| SAGEtraining_schedule=multi-epoch2025.12 | 1,690 | |
| GINtraining_schedule=multi-epoch2025.12 | 1,710 | |
| NIFTYtraining_schedule=multi-epoch2025.12 | 1,769 | |
| FairSINtraining_schedule=multi-epoch2025.12 | 1,792 |