Time-series Forecasting on M4 Zero-shot
13.53Yearly sMAPEOne-for-All
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| One-for-AllZero-shot=true, Transfer=M3 -> M42026.03 | 13.53 | 11 | 15.28 | 13.27 | |
| LightTSZero-shot=true, Transfer=M3 -> M42026.03 | 15.63 | 9.4 | 24.6 | 16.54 | |
| FEDformerZero-shot=true, Transfer=M3 -> M42026.03 | 16 | 9.48 | 15.12 | 13.53 | |
| ReformerZero-shot=true, Transfer=M3 -> M42026.03 | 16.03 | 9.76 | 14.8 | 13.53 | |
| AutoformerZero-shot=true, Transfer=M3 -> M42026.03 | 16.18 | 13.92 | 16.91 | 15.67 | |
| GPT4TSZero-shot=true, Transfer=M3 -> M42026.03 | 16.42 | 10.13 | 14.1 | 13.55 | |
| TStationaryZero-shot=true, Transfer=M3 -> M42026.03 | 17.05 | 12.56 | 16.82 | 15.48 | |
| TimeNetZero-shot=true, Transfer=M3 -> M42026.03 | 18.75 | 12.26 | 14.01 | 15.01 | |
| InformerZero-shot=true, Transfer=M3 -> M42026.03 | 19.7 | 13 | 15.91 | 16.2 | |
| ETSformerZero-shot=true, Transfer=M3 -> M42026.03 | 20.56 | 11.65 | 16.97 | 16.39 |