Traffic Demand Prediction on NYC-Bike15
3.5302RMSEPM-DMNet(P)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PM-DMNet(P)variant=P2024.08 | 3.5302 | 1.1678 | 0.2849 | |
| PM-DMNet(R)variant=R2024.08 | 3.7118 | 1.1947 | 0.27 | |
| ESG2024.08 | 3.8054 | 1.2293 | 0.2756 | |
| DCRNN2024.08 | 3.832 | 1.2645 | 0.2844 | |
| MVFN2024.08 | 3.9282 | 1.2928 | 0.2793 | |
| MTGNN2024.08 | 3.9407 | 1.2947 | 0.264 | |
| MegaCRN2024.08 | 3.9459 | 1.2681 | 0.2836 | |
| GTS2024.08 | 4.1698 | 1.3632 | 0.2654 | |
| CCRNN2024.08 | 4.4359 | 1.5249 | 0.2681 | |
| STSGCN2024.08 | 5.4722 | 1.6086 | 0.2373 | |
| STGCN2024.08 | 5.6169 | 1.6101 | 0.2529 | |
| XGBoost2024.08 | 8.178 | 2.7175 | 0.1289 | |
| STG2Seq2024.08 | 8.2462 | 2.3272 | 0.1855 |