| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| M4 Average | TimesNet + xCPD | SMAPE11.73 | 80 | 7d ago | |
| SP500 | ReNF | MSE0.15 | 48 | 19d ago | |
| Website | ReNF | MSE0.155 | 48 | 19d ago | |
| CarSales | ReNF | MSE0.263 | 48 | 19d ago | |
| Exchange-Rate (test) | SCINet | RSE0.0171 | 32 | 3mo ago | |
| Electricity (test) | SCINet | RSE0.074 | 32 | 3mo ago | |
| Traffic (test) | SCINet | RSE0.4216 | 32 | 3mo ago | |
| M4 weighted average from all datasets (test) | T-Net | sMAPE11.829 | 30 | 3mo ago | |
| Fund3 | CATS | WMAPE80.56 | 22 | 3mo ago | |
| Fund2 | TimeXer | WMAPE82.1 | 22 | 3mo ago | |
| Fund 1 | TimeXer | WMAPE83.97 | 22 | 3mo ago | |
| M3 Quarterly | F-LLM | SMAPE9.06 | 18 | 3mo ago | |
| M4 original (test) | SIGMA | Yearly SMAPE13.314 | 7 | 2d ago | |
| ShortTerm | PaperRepro | Performance Gap6.01 | 6 | 3mo ago |
