Grid-based Traffic Flow Prediction on CHIBike inflow
3.95MAEPDFormer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PDFormer2023.01 | 3.95 | 30.214 | 5.559 | |
| ASTGNN2023.01 | 4.068 | 31.131 | 5.818 | |
| TFormer2023.01 | 4.071 | 31.141 | 5.878 | |
| MTGNN2023.01 | 4.112 | 31.148 | 5.807 | |
| GMAN2023.01 | 4.115 | 31.15 | 5.91 | |
| STGNCDE2023.01 | 4.123 | 31.151 | 5.913 | |
| GWNET2023.01 | 4.151 | 31.153 | 5.917 | |
| STTN2023.01 | 4.16 | 31.208 | 5.932 | |
| STGODE2023.01 | 4.169 | 31.165 | 5.921 | |
| STGCN2023.01 | 4.212 | 31.224 | 5.954 | |
| STFGNN2023.01 | 4.234 | 32.222 | 5.933 | |
| DCRNN2023.01 | 4.236 | 31.264 | 5.992 | |
| STSGCN2023.01 | 4.256 | 32.991 | 5.941 | |
| DSAN2023.01 | 4.612 | 31.621 | 6.695 | |
| DMVSTNet2023.01 | 4.687 | 32.113 | 6.635 | |
| STResNet2023.01 | 4.767 | 31.382 | 6.703 |