Time Series Forecasting on ETTm2 zero-shot transfer from ETTh2
0.319MSECALF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CALFzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.319 | 0.36 | |
| TiDEzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.321 | 0.364 | |
| TimeLLMzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.322 | 0.363 | |
| GPT4TSzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.331 | 0.371 | |
| Time-SAFH=192, Zero-shot transfer=true2026.04 | 0.345 | 0.335 | |
| TimesNetzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.361 | 0.39 | |
| FEDformerzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.365 | 0.405 | |
| PatchTSTzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.42 | 0.433 | |
| Time-SAFH=336, Zero-shot transfer=true2026.04 | 0.486 | 0.478 | |
| DLinearzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.496 | 0.496 | |
| Time-SAFH=96, Zero-shot transfer=true2026.04 | 0.521 | 0.581 | |
| MICNzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 0.527 | 0.519 | |
| Time-SAFH=720, Zero-shot transfer=true2026.04 | 0.612 | 0.597 | |
| Time-FFMH=96, Zero-shot transfer=true2026.04 | 0.616 | 0.613 | |
| Time-FFMH=192, Zero-shot transfer=true2026.04 | 0.649 | 0.631 | |
| Time-FFMH=336, Zero-shot transfer=true2026.04 | 0.687 | 0.651 | |
| Time-FFMH=720, Zero-shot transfer=true2026.04 | 0.736 | 0.675 | |
| Crossformerzero-shot=true, avg_prediction_lengths=96, 192, 336, 7202024.03 | 2.043 | 1.124 |