Univariate long-term time series forecasting on ETTh2 (test)
0.173MSEDualformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DualformerLookback window size=96, Prediction length (T)=avg {96, 192, 336, 720}2026.01 | 0.173 | 0.329 | |
| PatchTSTLookback window size=96, Prediction length (T)=avg {96, 192, 336, 720}2026.01 | 0.178 | 0.337 | |
| iTransformerLookback window size=96, Prediction length (T)=avg {96, 192, 336, 720}2026.01 | 0.179 | 0.335 | |
| FiLMLookback window size=96, Prediction length (T)=avg {96, 192, 336, 720}2026.01 | 0.185 | 0.34 | |
| DLinearLookback window size=96, Prediction length (T)=avg {96, 192, 336, 720}2026.01 | 0.202 | 0.354 | |
| FreTSLookback window size=96, Prediction length (T)=avg {96, 192, 336, 720}2026.01 | 0.203 | 0.347 | |
| FEDformerLookback window size=96, Prediction length (T)=avg {96, 192, 336, 720}2026.01 | 0.206 | 0.35 | |
| AutoformerLookback window size=96, Prediction length (T)=avg {96, 192, 336, 720}2026.01 | 0.209 | 0.357 |