Time Series Forecasting on ETTm1 zero-shot transfer from ETTh2
0.741MSEFEDformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FEDformerzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.741 | 0.588 | |
| MICNzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.764 | 0.601 | |
| DLinearzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.778 | 0.594 | |
| CALFzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.836 | 0.586 | |
| TiDEzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.841 | 0.59 | |
| TimeLLMzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.868 | 0.595 | |
| PatchTSTzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.871 | 0.596 | |
| GPT4TSzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.92 | 0.61 | |
| Crossformerzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 1.195 | 0.711 | |
| TimesNetzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 1.286 | 0.705 |