OD flow prediction on US Commuting (OppSP)
0.438Row-KLOpFlow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OpFlowModel Category=Ours2026.07 | 0.438 | 0.67 | 1.04 | |
| PairModel Category=Generic ML2026.07 | 0.468 | 0.682 | 1.257 | |
| ScaleModel Category=Generic ML2026.07 | 0.481 | 0.693 | 1.222 | |
| GMELModel Category=Deep/Graph2026.07 | 0.558 | 0.635 | 1.386 | |
| GravityModel Category=Classical2026.07 | 0.692 | 0.571 | 1.336 | |
| DiffODGenModel Category=Deep/Graph2026.07 | 0.711 | 0.592 | 1.416 | |
| WeDANModel Category=Deep/Graph2026.07 | 0.74 | 0.589 | 1.443 | |
| GBRTModel Category=Generic ML2026.07 | 0.781 | 0.537 | 1.663 | |
| DGMModel Category=Deep/Graph2026.07 | 0.792 | 0.51 | 4.631 | |
| NetGANModel Category=Deep/Graph2026.07 | 0.8 | 0.578 | 1.498 | |
| RFModel Category=Generic ML2026.07 | 0.961 | 0.495 | 1.743 | |
| Rad.Model Category=Classical2026.07 | 1.487 | 0.48 | 1.534 | |
| GMModel Category=Generic ML2026.07 | 2.929 | 0.395 | 2.612 | |
| Int. Opp.Model Category=Classical2026.07 | 8.747 | 0.248 | 2.826 |