Time Series Forecasting on ETTm1 -> ETTm2
0.217MSELTSM-Bundle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LTSM-Bundlezero-shot=true2024.06 | 0.217 | 0.319 | |
| LTSM-BundleZero-shot=true, Prediction Length=Avg2024.06 | 0.217 | 0.32 | |
| TIME-LLMzero-shot=true2024.06 | 0.268 | 0.32 | |
| TIME-LLMZero-shot=true, Prediction Length=Avg2024.06 | 0.268 | 0.32 | |
| PatchTSTzero-shot=true2024.06 | 0.296 | 0.334 | |
| PatchTSTZero-shot=true, Prediction Length=Avg2024.06 | 0.296 | 0.334 | |
| GPT4TSzero-shot=true2024.06 | 0.313 | 0.348 | |
| GPT4TSZero-shot=true, Prediction Length=Avg2024.06 | 0.313 | 0.348 | |
| TimesNetzero-shot=true2024.06 | 0.322 | 0.354 | |
| TimesNetZero-shot=true, Prediction Length=Avg2024.06 | 0.322 | 0.354 | |
| DLinearzero-shot=true2024.06 | 0.335 | 0.389 | |
| DLinearZero-shot=true, Prediction Length=Avg2024.06 | 0.335 | 0.389 | |
| AutoformerZero-shot=true, Prediction Length=Avg2024.06 | 0.469 | 0.484 | |
| LLMTimezero-shot=true2024.06 | 1.867 | 0.869 | |
| LLMTimeZero-shot=true, Prediction Length=Avg2024.06 | 1.867 | 0.869 |