Time Series Forecasting on ETTm2 -> ETTm1 (test)
0.414MSETIME-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TIME-LLMHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.414 | 0.438 | |
| PatchTSTHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.568 | 0.492 | |
| DLinearHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.649 | 0.537 | |
| AutoformerHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.755 | 0.591 | |
| GPT4TSHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.769 | 0.567 | |
| TimesNetHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 0.769 | 0.567 | |
| LLMTimeHorizon=Avg, Evaluation Protocol=Zero-shot2023.10 | 1.933 | 0.984 |