Spatio-temporal Prediction on Weather (MAE, MAPE, WD)
0.676MAEDRAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DRAN2025.04 | 0.676 | 0.224 | 0.392 | |
| RGSL2025.04 | 0.727 | 0.248 | 0.701 | |
| DST-Mamba2025.04 | 0.886 | 0.302 | 0.548 | |
| DCRNN2025.04 | 0.906 | 0.309 | 0.21 | |
| MegaCRN2025.04 | 0.947 | 0.323 | 0.924 | |
| AGCRN2025.04 | 0.99 | 0.338 | 0.966 | |
| GCGRU2025.04 | 1.013 | 0.346 | 0.986 | |
| STDN2025.04 | 1.019 | 0.348 | 0.476 | |
| AutoTCL2025.04 | 1.194 | 0.408 | 0.42 | |
| InfoTS2025.04 | 1.274 | 0.435 | 0.492 | |
| ST-SSL2025.04 | 1.394 | 2.872 | 2.073 | |
| TESTAM2025.04 | 1.481 | 0.507 | 1.203 | |
| ASTGCN2025.04 | 1.517 | 0.519 | 1.471 | |
| MemDA2025.04 | 1.714 | 2.479 | 1.803 | |
| TGCN2025.04 | 1.864 | 0.635 | 1.769 | |
| STGCN2025.04 | 2.074 | 0.709 | 1.96 | |
| STAEformer2025.04 | 3.728 | 1.284 | 3.683 | |
| DA-RNN2025.04 | 5.492 | 1.874 | 3.758 |