Grid-based Traffic Flow Prediction on T-Drive outflow
17.743MAEPDFormer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PDFormer2023.01 | 17.743 | 14.649 | 31.501 | |
| ASTGNN2023.01 | 18.79 | 15.584 | 33.998 | |
| TFormer2023.01 | 18.883 | 15.674 | 35.219 | |
| MTGNN2023.01 | 18.929 | 15.762 | 35.992 | |
| GMAN2023.01 | 18.964 | 15.788 | 36.12 | |
| STGNCDE2023.01 | 19.23 | 15.873 | 36.143 | |
| DSAN2023.01 | 19.29 | 17.379 | 34.267 | |
| DMVSTNet2023.01 | 19.531 | 17.621 | 34.303 | |
| GWNET2023.01 | 19.55 | 15.933 | 36.198 | |
| STResNet2023.01 | 19.616 | 18.502 | 34.597 | |
| STTN2023.01 | 20.443 | 15.992 | 37.067 | |
| STGCN2023.01 | 20.913 | 16.984 | 37.619 | |
| DCRNN2023.01 | 21.755 | 17.382 | 38.168 | |
| STGODE2023.01 | 22.703 | 18.509 | 40.282 | |
| STFGNN2023.01 | 22.876 | 18.987 | 41.037 | |
| STSGCN2023.01 | 24.287 | 19.041 | 42.255 |