Multi-step Origin-Destination Flow Prediction on Chengdu (test)
0.8875H1SAGMTL
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SAGMTL2026.06 | 0.8875 | 0.8927 | 0.8918 | 0.8909 | 0.8901 | 0.8821 | |
| STZINB-GNN2026.06 | 0.9277 | 0.9333 | 0.9346 | 0.937 | 0.9355 | 0.9336 | |
| TGAE2026.06 | 0.9791 | 0.9823 | 0.9831 | 0.9846 | 0.9857 | 0.9882 | |
| MPGCN2026.06 | 0.9824 | 0.9852 | 0.9883 | 0.993 | 0.9984 | 1.004 | |
| GEML2026.06 | 1.0039 | 0.9983 | 0.9978 | 0.9973 | 0.9989 | 1.007 | |
| DCRNN2026.06 | 1.0145 | 1.0086 | 1.0064 | 1.0044 | 1.0035 | 1.0077 | |
| CSTN2026.06 | 1.0159 | 1.0069 | 1.0008 | 1.0016 | 1.0042 | 1.007 | |
| DSTCN2026.06 | 1.0207 | 1.026 | 1.0276 | 1.0426 | 1.0572 | 1.0654 | |
| GRU2026.06 | 1.0526 | 1.0674 | 1.0855 | 1.0978 | 1.1115 | 1.126 | |
| LSTM2026.06 | 1.0565 | 1.0728 | 1.0854 | 1.1019 | 1.123 | 1.1398 | |
| STGCN2026.06 | 1.0664 | 1.0664 | 1.0753 | 1.0747 | 1.0825 | 1.0884 | |
| AGCRN2026.06 | 1.0716 | 1.0812 | 1.091 | 1.0972 | 1.1008 | 1.1049 | |
| SVR2026.06 | 1.0966 | 1.113 | 1.1236 | 1.1385 | 1.1503 | 1.1607 | |
| HA2026.06 | 1.1021 | 1.1163 | 1.1304 | 1.1443 | 1.1578 | 1.1709 |