Multivariate Time Series Forecasting on PEMS03 In-Distribution (MAE, MSE)
0.191MAEVLBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VLBM2026.06 | 0.191 | 0.092 | |
| DUET2026.06 | 0.214 | 0.109 | |
| iTransformer2026.06 | 0.222 | 0.113 | |
| TimeMixer++2026.06 | 0.225 | 0.209 | |
| ModernTCN2026.06 | 0.233 | 0.128 | |
| TimePro2026.06 | 0.245 | 0.137 | |
| FilterTS2026.06 | 0.249 | 0.144 | |
| Memformer2026.06 | 0.259 | 0.146 | |
| MegaCRN2026.06 | 0.263 | 0.155 | |
| TimeLLM2026.06 | 0.275 | 0.168 | |
| STONE2026.06 | 0.277 | 0.163 | |
| TimeKAN2026.06 | 0.303 | 0.198 | |
| DLinear2026.06 | 0.375 | 0.278 |