Grid-based Traffic Flow Prediction on T-Drive inflow
17.832MAEPDFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PDFormer2023.01 | 17.832 | 14.711 | 31.606 | |
| ASTGNN2023.01 | 18.798 | 16.101 | 33.87 | |
| TFormer2023.01 | 18.823 | 16.91 | 34.47 | |
| MTGNN2023.01 | 18.982 | 17.056 | 35.386 | |
| GMAN2023.01 | 19.244 | 17.11 | 35.986 | |
| STGNCDE2023.01 | 19.347 | 17.134 | 36.093 | |
| DSAN2023.01 | 19.384 | 17.465 | 34.314 | |
| GWNET2023.01 | 19.556 | 17.187 | 36.159 | |
| DMVSTNet2023.01 | 19.599 | 17.683 | 34.478 | |
| STResNet2023.01 | 19.636 | 17.831 | 34.89 | |
| STTN2023.01 | 20.583 | 17.327 | 37.22 | |
| STGCN2023.01 | 21.373 | 17.539 | 38.052 | |
| STGODE2023.01 | 21.515 | 17.579 | 38.215 | |
| DCRNN2023.01 | 22.121 | 17.75 | 38.654 | |
| STFGNN2023.01 | 22.144 | 18.094 | 40.071 | |
| STSGCN2023.01 | 23.825 | 18.547 | 41.188 |