Time Series Forecasting on ETT h1 → m1, horizon 720 (test)
1.128MSEPatchTST + xCPD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PatchTST + xCPDBackbone=PatchTST, Component=xCPD, Evaluation Protocol=Zero-shot2026.03 | 1.128 | 93.7 | |
| PatchTST + CCMBackbone=PatchTST, Component=CCM, Evaluation Protocol=Zero-shot2026.03 | 1.135 | — | |
| TSMixer + xCPDBackbone=TSMixer, Component=xCPD, Evaluation Protocol=Zero-shot2026.03 | 1.198 | 93.7 | |
| DLinear + xCPDBackbone=DLinear, Component=xCPD, Evaluation Protocol=Zero-shot2026.03 | 1.212 | 93.7 | |
| TSMixer + CCMBackbone=TSMixer, Component=CCM, Evaluation Protocol=Zero-shot2026.03 | 1.215 | — | |
| DLinear + CCMBackbone=DLinear, Component=CCM, Evaluation Protocol=Zero-shot2026.03 | 1.224 | — | |
| DLinearBackbone=DLinear, Evaluation Protocol=Zero-shot2026.03 | 1.243 | — | |
| TSMixerBackbone=TSMixer, Evaluation Protocol=Zero-shot2026.03 | 1.252 | — | |
| TimesNet + xCPDBackbone=TimesNet, Component=xCPD, Evaluation Protocol=Zero-shot2026.03 | 1.589 | 93.7 | |
| TimesNet + CCMBackbone=TimesNet, Component=CCM, Evaluation Protocol=Zero-shot2026.03 | 1.601 | — | |
| TimesNetBackbone=TimesNet, Evaluation Protocol=Zero-shot2026.03 | 1.623 | — | |
| PatchTSTBackbone=PatchTST, Evaluation Protocol=Zero-shot2026.03 | 1.892 | — |