Time Series Forecasting on ETTm2 → ETTm1
0.403MSELTSM-Bundle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LTSM-Bundlezero-shot=true2024.06 | 0.403 | 0.43 | |
| LTSM-BundleZero-shot=true, Prediction Length=Avg2024.06 | 0.403 | 0.43 | |
| TIME-LLMzero-shot=true2024.06 | 0.414 | 0.438 | |
| TIME-LLMZero-shot=true, Prediction Length=Avg2024.06 | 0.414 | 0.438 | |
| PatchTSTzero-shot=true2024.06 | 0.568 | 0.492 | |
| PatchTSTZero-shot=true, Prediction Length=Avg2024.06 | 0.568 | 0.492 | |
| DLinearzero-shot=true2024.06 | 0.649 | 0.537 | |
| DLinearZero-shot=true, Prediction Length=Avg2024.06 | 0.649 | 0.537 | |
| AutoformerZero-shot=true, Prediction Length=Avg2024.06 | 0.755 | 0.591 | |
| GPT4TSzero-shot=true2024.06 | 0.769 | 0.567 | |
| TimesNetzero-shot=true2024.06 | 0.769 | 0.567 | |
| GPT4TSZero-shot=true, Prediction Length=Avg2024.06 | 0.769 | 0.567 | |
| TimesNetZero-shot=true, Prediction Length=Avg2024.06 | 0.769 | 0.667 | |
| LLMTimezero-shot=true2024.06 | 1.933 | 0.984 | |
| LLMTimeZero-shot=true, Prediction Length=Avg2024.06 | 1.933 | 0.984 |