Time Series Forecasting on ETTm1 -> ETTm2 (test)
0.268MSETIME-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TIME-LLMHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.268 | 0.32 | |
| PatchTSTHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.296 | 0.334 | |
| GPT4TSHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.313 | 0.348 | |
| TimesNetHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.322 | 0.354 | |
| DLinearHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.335 | 0.389 | |
| AutoformerHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.469 | 0.484 | |
| LLMTimeHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 1.867 | 0.869 |