Multivariate Time Series Forecasting on ETTh2 336
0.329MSECATS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATSInput Length (LI)=720, Number of Layers=2L2024.03 | 0.329 | 0.383 | |
| PatchTSTInput Length (LI)=best of {96, 192, 336, 720}2024.03 | 0.329 | 0.384 | |
| ARMInput Length (LI)=7202024.03 | 0.356 | 0.393 | |
| GPT4TSPlugin=✓2026.03 | 0.369 | 0.413 | |
| GPT4TSPlugin=✗2026.03 | 0.38 | 0.422 | |
| CALFPlugin=✓2026.03 | 0.382 | 0.408 | |
| UniTimePlugin=✓2026.03 | 0.382 | 0.427 | |
| CALFPlugin=✗2026.03 | 0.387 | 0.419 | |
| UniTimePlugin=✗2026.03 | 0.393 | 0.436 | |
| FEDformerInput Length (LI)=best of {96, 192, 336, 720}2024.03 | 0.4 | 0.447 | |
| DLinearInput Length (LI)=best of {96, 192, 336, 720}2024.03 | 0.448 | 0.465 | |
| AutoformerInput Length (LI)=best of {96, 192, 336, 720}2024.03 | 0.477 | 0.479 | |
| RepeatStrategy=Last-value repeat2024.03 | 0.591 | 0.508 | |
| InformerInput Length (LI)=best of {96, 192, 336, 720}2024.03 | 4.215 | 1.642 |