Multivariate Time Series Forecasting on PEMS07 In-Distribution (MAE, MSE)
0.167MAEVLBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VLBM2026.06 | 0.167 | 0.076 | |
| DUET2026.06 | 0.192 | 0.09 | |
| iTransformer2026.06 | 0.204 | 0.101 | |
| ModernTCN2026.06 | 0.218 | 0.118 | |
| FilterTS2026.06 | 0.223 | 0.142 | |
| MegaCRN2026.06 | 0.239 | 0.146 | |
| Memformer2026.06 | 0.241 | 0.129 | |
| TimeMixer++2026.06 | 0.241 | 0.137 | |
| TimePro2026.06 | 0.25 | 0.156 | |
| STONE2026.06 | 0.27 | 0.166 | |
| TimeLLM2026.06 | 0.289 | 0.202 | |
| TimeKAN2026.06 | 0.317 | 0.239 | |
| DLinear2026.06 | 0.396 | 0.329 |