Long-term time series forecasting on ETTh1 Average
0.411MSETriTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TriTSLookback window=96, Prediction length=Average2026.04 | 0.411 | 0.425 | |
| VisionTS++Lookback window=96, Prediction length=Average2026.04 | 0.423 | 0.437 | |
| L-Drive2026.05 | 0.424 | 0.43 | |
| CrossLinear2026.05 | 0.431 | 0.432 | |
| VisionTSLookback window=96, Prediction length=Average2026.04 | 0.432 | 0.443 | |
| WPMixerLookback window=96, Prediction length=Average2026.04 | 0.433 | 0.43 | |
| FilterTS2026.05 | 0.433 | 0.43 | |
| FDNetLookback window=96, Prediction length=Average2026.04 | 0.435 | 0.431 | |
| TimeXer2026.05 | 0.437 | 0.437 | |
| TimeMixerLookback window=96, Prediction length=Average2026.04 | 0.447 | 0.44 | |
| PatchTSTLookback window=96, Prediction length=Average2026.04 | 0.455 | 0.444 | |
| DLinear2026.05 | 0.456 | 0.452 | |
| iTransformerLookback window=96, Prediction length=Average2026.04 | 0.457 | 0.447 | |
| TimesNet2026.05 | 0.458 | 0.45 | |
| DLinearLookback window=96, Prediction length=Average2026.04 | 0.461 | 0.457 | |
| PatchMLP2026.05 | 0.463 | 0.447 | |
| iTransformer2026.05 | 0.463 | 0.454 | |
| PatchTST2026.05 | 0.469 | 0.455 |