Time Series Forecasting on ETTm1 -> ETTh2 (test)
0.381MSETIME-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TIME-LLMHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.381 | 0.412 | |
| GPT4TSHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.433 | 0.439 | |
| PatchTSTHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.439 | 0.438 | |
| TimesNetHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.457 | 0.454 | |
| DLinearHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.464 | 0.475 | |
| AutoformerHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.47 | 0.479 | |
| LLMTimeHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.992 | 0.708 |