Grid-based Traffic Flow Prediction on CHIBike outflow
3.837MAEPDFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PDFormer2023.01 | 3.837 | 29.914 | 5.402 | |
| ASTGNN2023.01 | 3.981 | 30.617 | 5.609 | |
| TFormer2023.01 | 4.037 | 30.647 | 5.638 | |
| MTGNN2023.01 | 4.086 | 30.561 | 5.669 | |
| GMAN2023.01 | 4.09 | 30.662 | 5.675 | |
| STGNCDE2023.01 | 4.094 | 30.595 | 5.678 | |
| GWNET2023.01 | 4.101 | 30.69 | 5.694 | |
| STTN2023.01 | 4.118 | 30.704 | 5.723 | |
| STGODE2023.01 | 4.125 | 30.726 | 5.698 | |
| STGCN2023.01 | 4.148 | 30.782 | 5.779 | |
| DCRNN2023.01 | 4.211 | 30.822 | 5.824 | |
| STFGNN2023.01 | 4.264 | 32.321 | 5.875 | |
| STSGCN2023.01 | 4.265 | 32.612 | 5.879 | |
| DSAN2023.01 | 4.495 | 31.256 | 6.367 | |
| DMVSTNet2023.01 | 4.594 | 31.313 | 6.455 | |
| STResNet2023.01 | 4.627 | 30.571 | 6.559 |