| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| M4 Quarterly | TimesFM 2.0 | MASE0.062 | 141 | 5d ago | |
| M4 Monthly | IdealTSF-Mixer | MASE0.709 | 125 | 5d ago | |
| M4 Yearly | TimesFM 2.0 | MASE0.091 | 116 | 17d ago | |
| M4 (Others) | N-BEATS | SMAPE3.789 | 83 | 17d ago | |
| M4 | PatchTST + xCPD | SMAPE4.633 | 74 | 1mo ago | |
| PEMS03 | IdealTSF | MAE0.147 | 54 | 4d ago | |
| PEMS07 | MAE0.158 | 51 | 4d ago | ||
| PEMS08 | IdealTSF | MSE0.069 | 47 | 1mo ago | |
| PEMS04 | IdealTSF | MSE0.076 | 47 | 1mo ago | |
| M4 (test) | CATS | SMAPE11.701 | 35 | 1mo ago | |
| EPF BE | Aura | MSE0.346 | 33 | 23d ago | |
| EPF PJM | Aurora | MSE0.084 | 33 | 23d ago | |
| M4 Weighted Average | Chimera | SMAPE11.618 | 32 | 1mo ago | |
| PEMS07 (test) | TQNet | MSE0.075 | 27 | 1mo ago | |
| COVID-19 | FreTS | MAE0.123 | 26 | 1mo ago | |
| EPF DE | TimeXer | MSE0.44 | 22 | 23d ago | |
| EPF FR | TimeXer | MSE0.381 | 22 | 23d ago | |
| EPF NP | TimeXer | MSE0.238 | 22 | 23d ago | |
| Hungary Chickenpox | MVEN | SMAPE76.78 | 15 | 1mo ago | |
| Colombia Dengue | GCEN | SMAPE29.24 | 15 | 1mo ago | |
| Belgium COVID-19 | GCEN | SMAPE46.99 | 15 | 1mo ago | |
| USA ILI | STESN | SMAPE28.71 | 15 | 1mo ago | |
| China TB | GCEN | SMAPE12.59 | 15 | 1mo ago | |
| Japan TB | GCEN | SMAPE21.3 | 15 | 1mo ago | |
| Electricity | FreTS | MAE0.05 | 14 | 1mo ago |
