OD flow prediction on US Commuting (GeoSP)
0.37Row-KL DivergenceOpFlow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OpFlowModel Category=Ours2026.07 | 0.37 | 0.686 | 1.14 | |
| PairModel Category=Generic ML2026.07 | 0.392 | 0.684 | 1.201 | |
| ScaleModel Category=Generic ML2026.07 | 0.407 | 0.672 | 1.18 | |
| GMELModel Category=Deep/Graph2026.07 | 0.514 | 0.655 | 1.322 | |
| GravityModel Category=Classical2026.07 | 0.575 | 0.604 | 1.419 | |
| WeDANModel Category=Deep/Graph2026.07 | 0.711 | 0.582 | 1.689 | |
| DGMModel Category=Deep/Graph2026.07 | 0.712 | 0.53 | 4.447 | |
| NetGANModel Category=Deep/Graph2026.07 | 0.749 | 0.572 | 1.652 | |
| DiffODGenModel Category=Deep/Graph2026.07 | 0.761 | 0.579 | 1.705 | |
| GBRTModel Category=Generic ML2026.07 | 0.775 | 0.532 | 1.634 | |
| Rad.Model Category=Classical2026.07 | 1.088 | 0.524 | 1.54 | |
| RFModel Category=Generic ML2026.07 | 1.235 | 0.44 | 2.028 | |
| GMModel Category=Generic ML2026.07 | 2.85 | 0.414 | 2.486 | |
| Int. Opp.Model Category=Classical2026.07 | 8.729 | 0.252 | 3.06 |