Wall-clock training time on Pokec-z
180Training Time (s)FairGHDC
Evaluation Results
| Method | Links | |
|---|---|---|
| FairGHDCtraining_schedule=single pass2025.12 | 180 | |
| GNNtraining_schedule=multi-epoch2025.12 | 1,787 | |
| SAGEtraining_schedule=multi-epoch2025.12 | 1,840 | |
| GINtraining_schedule=multi-epoch2025.12 | 1,842 | |
| FairGNNtraining_schedule=multi-epoch2025.12 | 1,874 | |
| NIFTYtraining_schedule=multi-epoch2025.12 | 1,890 | |
| FairSINtraining_schedule=multi-epoch2025.12 | 1,930 |