Time Series Forecasting on ETTh2 -> ETTm1 (test)
0.73MSESTELLA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STELLAevaluation_mode=zero-shot, training_source=ETTh22025.12 | 0.73 | 0.562 | |
| FEDformerevaluation_mode=zero-shot, training_source=ETTh22025.12 | 0.741 | 0.588 | |
| FEDformerZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.741 | 0.588 | |
| MICNevaluation_mode=zero-shot, training_source=ETTh22025.12 | 0.764 | 0.601 | |
| DLinearZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.764 | 0.601 | |
| DLinearevaluation_mode=zero-shot, training_source=ETTh22025.12 | 0.778 | 0.594 | |
| MICNZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.778 | 0.594 | |
| CALFZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.836 | 0.586 | |
| TiDEevaluation_mode=zero-shot, training_source=ETTh22025.12 | 0.841 | 0.59 | |
| TimeLLMevaluation_mode=zero-shot, training_source=ETTh22025.12 | 0.868 | 0.595 | |
| Time-LLMZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.868 | 0.595 | |
| PatchTSTevaluation_mode=zero-shot, training_source=ETTh22025.12 | 0.871 | 0.596 | |
| PatchTSTZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.871 | 0.596 | |
| TimeSAFZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.873 | 0.604 | |
| GPT4TSevaluation_mode=zero-shot, training_source=ETTh22025.12 | 0.92 | 0.61 | |
| GPT4TSZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.92 | 0.61 | |
| TimeCMAZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 1.087 | 0.673 | |
| Crossformerevaluation_mode=zero-shot, training_source=ETTh22025.12 | 1.195 | 0.711 | |
| CrossformerZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 1.195 | 0.711 | |
| TimesNetevaluation_mode=zero-shot, training_source=ETTh22025.12 | 1.286 | 0.705 | |
| TimesNetZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 1.286 | 0.705 |