Time-series Forecasting on M3 Zero-shot
13.74Yearly sMAPEGPT4TS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GPT4TSZero-shot=true, Transfer=M4 -> M32026.03 | 13.74 | 10.78 | 14.63 | 13.05 | |
| LightTSZero-shot=true, Transfer=M4 -> M32026.03 | 13.78 | 11.28 | 15.18 | 13.41 | |
| FEDformerZero-shot=true, Transfer=M4 -> M32026.03 | 13.88 | 11.51 | 18.15 | 14.51 | |
| AutoformerZero-shot=true, Transfer=M4 -> M32026.03 | 14.55 | 17.34 | 25.06 | 18.98 | |
| TStationaryZero-shot=true, Transfer=M4 -> M32026.03 | 14.98 | 11.68 | 16.09 | 14.25 | |
| TimeNetZero-shot=true, Transfer=M4 -> M32026.03 | 15.65 | 11.87 | 16.16 | 14.56 | |
| ReformerZero-shot=true, Transfer=M4 -> M32026.03 | 15.65 | 11.05 | 15.6 | 14.1 | |
| InformerZero-shot=true, Transfer=M4 -> M32026.03 | 18.54 | 16.9 | 23.45 | 19.63 | |
| One-for-AllZero-shot=true, Transfer=M4 -> M32026.03 | 19.23 | 11.77 | 14.3 | 15.1 | |
| ETSformerZero-shot=true, Transfer=M4 -> M32026.03 | 27.84 | 36.13 | 25.11 | 29.69 |