Graph Learning on City-Networks Shanghai (Training Time)
0.065Training Time (h)GINE
Evaluation Results
| Method | Links | |
|---|---|---|
| GINEHardware=single 80GB A100 GPU2026.04 | 0.065 | |
| GCNHardware=single 80GB A100 GPU2026.04 | 0.066 | |
| GATHardware=single 80GB A100 GPU2026.04 | 0.093 | |
| GatedGCNHardware=single 80GB A100 GPU2026.04 | 0.113 | |
| ExphormerHardware=single 80GB A100 GPU2026.04 | 2.16 | |
| GPS + PerformerHardware=single 80GB A100 GPU2026.04 | 5.08 | |
| GPS + k-MIPHardware=single 80GB A100 GPU2026.04 | 6.45 | |
| GPS + BigBirdHardware=single 80GB A100 GPU2026.04 | 19.21 |