Time Series Forecasting on ETTm2 zero-shot transfer from ETTh1 (test)
0.313MSETimeSAF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeSAFZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.313 | 0.355 | |
| Time-LLMZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.315 | 0.357 | |
| CALFZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.316 | 0.355 | |
| GPT4TSZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.317 | 0.359 | |
| PatchTSTZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.318 | 0.362 | |
| TimeCMAZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.329 | 0.365 | |
| TimesNetZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.339 | 0.37 | |
| FEDformerZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.357 | 0.403 | |
| MICNZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 0.399 | 0.439 | |
| CrossformerZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 1.12 | 0.789 | |
| DLinearZero-shot=true, Lookback length T=96, Prediction horizons H={96, 192, 336, 720}2026.04 | 2.428 | 1.236 |