Time Series Forecasting on M4 Others
6.245sMAPEF-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| F-LLMZero-shot forecasting=true, Train Dataset=M32026.02 | 6.245 | — | |
| AutoTimesZero-shot forecasting=true, Train Dataset=M32026.02 | 6.259 | — | |
| TimesNetZero-shot forecasting=true, Train Dataset=M32026.02 | 6.863 | — | |
| NSformerZero-shot forecasting=true, Train Dataset=M32026.02 | 6.977 | — | |
| ReformerZero-shot forecasting=true, Train Dataset=M32026.02 | 7.001 | — | |
| FPTZero-shot forecasting=true, Train Dataset=M32026.02 | 7.081 | — | |
| PatchTSTZero-shot forecasting=true, Train Dataset=M32026.02 | 7.087 | — | |
| InformerZero-shot forecasting=true, Train Dataset=M32026.02 | 7.348 | — | |
| FEDformerZero-shot forecasting=true, Train Dataset=M32026.02 | 7.529 | — | |
| DLinearZero-shot forecasting=true, Train Dataset=M32026.02 | 9.194 | — | |
| AutoARIMA2026.04 | — | 1.098 | |
| AutoETS2026.04 | — | 0.429 | |
| AutoTheta2026.04 | — | 7.523 | |
| DeepAR2026.04 | — | 35.493 | |
| DeepTCN2026.04 | — | 29.644 | |
| LbCNNM-MQR2026.04 | — | 4.734 |