Spatio-Temporal Prediction on PeMS04
18.132MAEDRAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DRAN2025.04 | 18.132 | 11.879 | 4.687 | |
| STAEformer2025.04 | 18.241 | 12.064 | 5.332 | |
| AGCRN2025.04 | 19.205 | 12.937 | 16.327 | |
| MegaCRN2025.04 | 19.376 | 11.576 | 6.297 | |
| RGSL2025.04 | 19.587 | 11.93 | 6.91 | |
| TESTAM2025.04 | 20.037 | 11.969 | 5.492 | |
| MemDA2025.04 | 20.134 | 11.528 | 6.585 | |
| DST-Mamba2025.04 | 20.706 | 15.798 | 4.899 | |
| STDN2025.04 | 20.92 | 14.379 | 12.273 | |
| ST-SSL2025.04 | 23.146 | 13.857 | 7.918 | |
| ASTGCN2025.04 | 23.565 | 0.169 | 21.326 | |
| AutoTCL2025.04 | 23.814 | 17.355 | 10.374 | |
| InfoTS2025.04 | 25.801 | 20.058 | 11.188 | |
| DCRNN2025.04 | 25.835 | 17.996 | 24.01 | |
| GCGRU2025.04 | 25.84 | 17.788 | 23.968 | |
| STGCN2025.04 | 29.114 | 23.466 | 26.608 | |
| TGCN2025.04 | 34.853 | 28.078 | 30.67 | |
| DA-RNN2025.04 | 138.741 | 192.64 | 80.935 |