Node Classification on NBA (Wall-clock training time)
3.5Training Time (s)FairGHDC
Evaluation Results
| Method | Links | |
|---|---|---|
| FairGHDCtraining_schedule=single pass2025.12 | 3.5 | |
| GNNtraining_schedule=multi-epoch2025.12 | 4 | |
| FairGNNtraining_schedule=multi-epoch2025.12 | 5 | |
| SAGEtraining_schedule=multi-epoch2025.12 | 6 | |
| GINtraining_schedule=multi-epoch2025.12 | 7 | |
| NIFTYtraining_schedule=multi-epoch2025.12 | 9 | |
| EDITStraining_schedule=multi-epoch2025.12 | 9 | |
| FairSINtraining_schedule=multi-epoch2025.12 | 11 |