Grid-based Traffic Flow Prediction on NYCTaxi outflow
11.575MAEPDFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PDFormer2023.01 | 11.575 | 12.82 | 18.394 | |
| ASTGNN2023.01 | 12.112 | 13.602 | 19.201 | |
| TFormer2023.01 | 12.211 | 13.611 | 19.522 | |
| MTGNN2023.01 | 12.272 | 13.652 | 19.563 | |
| GMAN2023.01 | 12.273 | 13.672 | 19.594 | |
| STGNCDE2023.01 | 12.276 | 13.681 | 19.608 | |
| GWNET2023.01 | 12.282 | 13.685 | 19.616 | |
| STTN2023.01 | 12.373 | 13.762 | 19.827 | |
| DSAN2023.01 | 12.462 | 14.272 | 20.294 | |
| STGCN2023.01 | 12.547 | 14.095 | 19.962 | |
| DMVSTNet2023.01 | 12.566 | 14.318 | 20.409 | |
| STResNet2023.01 | 12.798 | 14.368 | 20.633 | |
| DCRNN2023.01 | 12.828 | 14.344 | 20.067 | |
| STGODE2023.01 | 12.834 | 14.398 | 20.205 | |
| STFGNN2023.01 | 13.178 | 14.584 | 21.627 | |
| STSGCN2023.01 | 13.233 | 14.698 | 21.653 |