Long-term Time Series Forecasting on ETTm1 to ETTm2
0.268MSETIME-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TIME-LLMEvaluation Protocol=Zero-shot2023.10 | 0.268 | 0.32 | |
| PatchTSTEvaluation Protocol=Zero-shot2023.10 | 0.296 | 0.334 | |
| GPT4TSEvaluation Protocol=Zero-shot2023.10 | 0.313 | 0.348 | |
| TimesNetEvaluation Protocol=Zero-shot2023.10 | 0.322 | 0.354 | |
| DLinearEvaluation Protocol=Zero-shot2023.10 | 0.335 | 0.389 | |
| TIME-LLMEvaluation Protocol=Zero-shot2023.10 | 0.414 | 0.438 | |
| PatchTSTEvaluation Protocol=Zero-shot2023.10 | 0.568 | 0.492 | |
| DLinearEvaluation Protocol=Zero-shot2023.10 | 0.649 | 0.537 | |
| GPT4TSEvaluation Protocol=Zero-shot2023.10 | 0.769 | 0.567 | |
| TimesNetEvaluation Protocol=Zero-shot2023.10 | 0.769 | 0.567 | |
| LLMTimeEvaluation Protocol=Zero-shot2023.10 | 1.867 | 0.869 | |
| LLMTimeEvaluation Protocol=Zero-shot2023.10 | 1.933 | 0.984 |