Spatio-temporal Prediction on METR_LA 96→192
10.8418MAESTM3
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STM32025.08 | 10.8418 | 17.149 | 17.7 | |
| DGraFormer2025.08 | 12.3956 | 19.9584 | 26.05 | |
| STGM2025.08 | 12.4501 | 17.4241 | 24.23 | |
| PromptST2025.08 | 12.7412 | 19.8398 | 26.61 | |
| MixMamba2025.08 | 12.8499 | 18.7197 | 25.7 | |
| STGMamba2025.08 | 13.1196 | 18.2372 | 21.02 | |
| iTransformer2025.08 | 13.5994 | 18.4049 | 26.22 | |
| AMD2025.08 | 13.7053 | 20.2441 | 28.94 | |
| FilterTS2025.08 | 13.7923 | 18.9567 | 26.84 | |
| DST-Mamba2025.08 | 13.8839 | 18.5261 | 25.93 | |
| PatchTST2025.08 | 14.0348 | 19.3355 | 29.02 | |
| SST2025.08 | 14.0644 | 19.9018 | 29.06 | |
| TimeMixer++2025.08 | 14.2397 | 20.0859 | 25.98 | |
| Informer2025.08 | 14.5077 | 18.7967 | 25.03 |