Time Series Forecasting on ETTh2 -> ETTm1
0.789MSEPatchTST + CCM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PatchTST + CCMHorizon=96, Zero-shot=true2024.03 | 0.789 | 0.629 | 15.952 | |
| TimesNet + xCPDBackbone=TimesNet, Plugin=xCPD, Forecasting Horizon=96, Look-back Horizon=96, Zero-shot Protocol=true2026.03 | 0.794 | 0.648 | — | |
| TimesNet + CCMHorizon=96, Zero-shot=true2024.03 | 0.804 | 0.657 | 15.952 | |
| DLinear + CCMHorizon=96, Zero-shot=true2024.03 | 0.894 | 0.669 | 15.952 | |
| PatchTSTHorizon=96, Zero-shot=true2024.03 | 0.997 | 0.721 | — | |
| TimesNetHorizon=96, Zero-shot=true2024.03 | 1.049 | 0.791 | — | |
| TSMixer + CCMHorizon=96, Zero-shot=true2024.03 | 1.073 | 0.714 | 15.952 | |
| DLinearHorizon=96, Zero-shot=true2024.03 | 1.147 | 0.746 | — | |
| TSMixerHorizon=96, Zero-shot=true2024.03 | 1.254 | 0.771 | — | |
| PatchTST + xCPDBackbone=PatchTST, Plugin=xCPD, Forecasting Horizon=720, Look-back Horizon=96, Zero-shot Protocol=true2026.03 | 1.732 | 0.975 | — |