Time Series Forecasting on ETT h1 → m1, horizon 96 (test)
0.678MSEPatchTST + xCPD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PatchTST + xCPDBackbone=PatchTST, Component=xCPD, Evaluation Protocol=Zero-shot2026.03 | 0.678 | 2.3 | |
| PatchTST + CCMBackbone=PatchTST, Component=CCM, Evaluation Protocol=Zero-shot2026.03 | 0.692 | — | |
| TSMixer + xCPDBackbone=TSMixer, Component=xCPD, Evaluation Protocol=Zero-shot2026.03 | 0.702 | 2.3 | |
| DLinear + xCPDBackbone=DLinear, Component=xCPD, Evaluation Protocol=Zero-shot2026.03 | 0.702 | 2.3 | |
| TSMixer + CCMBackbone=TSMixer, Component=CCM, Evaluation Protocol=Zero-shot2026.03 | 0.71 | — | |
| DLinear + CCMBackbone=DLinear, Component=CCM, Evaluation Protocol=Zero-shot2026.03 | 0.723 | — | |
| PatchTSTBackbone=PatchTST, Evaluation Protocol=Zero-shot2026.03 | 0.754 | — | |
| TSMixerBackbone=TSMixer, Evaluation Protocol=Zero-shot2026.03 | 0.763 | — | |
| DLinearBackbone=DLinear, Evaluation Protocol=Zero-shot2026.03 | 0.782 | — | |
| TimesNet + xCPDBackbone=TimesNet, Component=xCPD, Evaluation Protocol=Zero-shot2026.03 | 0.801 | 2.3 | |
| TimesNet + CCMBackbone=TimesNet, Component=CCM, Evaluation Protocol=Zero-shot2026.03 | 0.827 | — | |
| TimesNetBackbone=TimesNet, Evaluation Protocol=Zero-shot2026.03 | 0.887 | — |