Multi-step Flow Prediction on Beijing
0.8706MAE (H1)SAGMTL
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SAGMTL2026.06 | 0.8706 | 0.8694 | 0.8695 | 0.8695 | 0.8694 | 0.8665 | |
| STZINB-GNN2026.06 | 0.9758 | 0.9792 | 0.9817 | 0.9865 | 0.9928 | 0.9984 | |
| MPGCN2026.06 | 1.0259 | 1.029 | 1.0403 | 1.0375 | 1.0377 | 1.0404 | |
| TGAE2026.06 | 1.0351 | 1.0359 | 1.0354 | 1.0369 | 1.0417 | 1.0429 | |
| AGCRN2026.06 | 1.0418 | 1.0448 | 1.0456 | 1.0466 | 1.0521 | 1.0521 | |
| GEML2026.06 | 1.0428 | 1.0415 | 1.0396 | 1.0413 | 1.0471 | 1.0498 | |
| CSTN2026.06 | 1.0636 | 1.0613 | 1.0616 | 1.0595 | 1.0576 | 1.0545 | |
| DCRNN2026.06 | 1.0824 | 1.0861 | 1.088 | 1.0899 | 1.0922 | 1.0936 | |
| DSTCN2026.06 | 1.0878 | 1.0866 | 1.0904 | 1.0866 | 1.0855 | 1.0894 | |
| LSTM2026.06 | 1.0963 | 1.1036 | 1.1091 | 1.1132 | 1.1202 | 1.1249 | |
| GRU2026.06 | 1.1085 | 1.1127 | 1.1188 | 1.1217 | 1.1247 | 1.1285 | |
| SVR2026.06 | 1.109 | 1.1147 | 1.1177 | 1.1247 | 1.1306 | 1.1333 | |
| STGCN2026.06 | 1.1137 | 1.1203 | 1.1234 | 1.1275 | 1.1332 | 1.1384 | |
| HA2026.06 | 1.1557 | 1.1612 | 1.166 | 1.1705 | 1.1753 | 1.1803 |