Time Series Forecasting on ETTm2 zero-shot transfer from ETTh2 (test)
0.317MSETimeSAF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeSAFZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.317 | 0.36 | |
| CALFZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.319 | 0.36 | |
| Time-LLMZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.322 | 0.363 | |
| GPT4TSZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.331 | 0.371 | |
| TimeCMAZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.349 | 0.386 | |
| TimesNetZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.361 | 0.39 | |
| FEDformerZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.365 | 0.405 | |
| PatchTSTZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.42 | 0.433 | |
| MICNZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.496 | 0.496 | |
| DLinearZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.527 | 0.519 | |
| CrossformerZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 2.043 | 1.124 |