OD flow prediction on US Commuting (RandSP)
0.322Row-KL DivergenceOpFlow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OpFlowModel Category=Ours2026.07 | 0.322 | 0.71 | 1.088 | |
| PairModel Category=Generic ML2026.07 | 0.399 | 0.684 | 1.222 | |
| GMELModel Category=Deep/Graph2026.07 | 0.435 | 0.674 | 1.299 | |
| ScaleModel Category=Generic ML2026.07 | 0.438 | 0.676 | 1.193 | |
| GravityModel Category=Classical2026.07 | 0.545 | 0.613 | 1.468 | |
| NetGANModel Category=Deep/Graph2026.07 | 0.595 | 0.615 | 1.47 | |
| WeDANModel Category=Deep/Graph2026.07 | 0.645 | 0.609 | 1.629 | |
| DGMModel Category=Deep/Graph2026.07 | 0.656 | 0.545 | 4.337 | |
| DiffODGenModel Category=Deep/Graph2026.07 | 0.676 | 0.611 | 1.623 | |
| GBRTModel Category=Generic ML2026.07 | 0.81 | 0.521 | 1.655 | |
| Rad.Model Category=Classical2026.07 | 0.999 | 0.538 | 1.582 | |
| RFModel Category=Generic ML2026.07 | 1.364 | 0.42 | 2.129 | |
| GMModel Category=Generic ML2026.07 | 2.842 | 0.426 | 2.414 | |
| Int. Opp.Model Category=Classical2026.07 | 8.59 | 0.26 | 3.132 |