Time Series Forecasting on Photovoltaic datasets
0.3743SQLBaguan-TS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Baguan-TS2026.03 | 0.3743 | 0.4504 | 0.1352 | 0.1121 | |
| TabPFN-TS2026.03 | 0.375 | 0.471 | 0.1415 | 0.1127 | |
| TiRex2026.03 | 0.6042 | 0.749 | 0.2253 | 0.1813 | |
| Moirai-2.02026.03 | 0.6175 | 0.7222 | 0.2175 | 0.1859 | |
| TimesFM-2.02026.03 | 0.6434 | 0.7572 | 0.2266 | 0.1925 | |
| Chronos-Bolt2026.03 | 0.6471 | 0.8066 | 0.2424 | 0.1945 | |
| Sundial-Base2026.03 | 0.7387 | 0.8304 | 0.25 | 0.2225 | |
| Toto-1.02026.03 | 0.7465 | 0.8981 | 0.2694 | 0.2241 | |
| Stat. Ensemble2026.03 | 3.208 | 3.2719 | 0.9756 | 0.957 | |
| AutoARIMA2026.03 | 3.535 | 0.7858 | 0.2366 | 1.057 | |
| Naive2026.03 | 4.9932 | 5.74 | 1.7095 | 1.4883 | |
| Seasonal Naive2026.03 | 6.2536 | 0.7382 | 0.2221 | 1.8697 | |
| AutoETS2026.03 | 22.4679 | 5.7401 | 1.7096 | 6.7013 | |
| AutoTheta2026.03 | 38.8877 | 6.6861 | 1.9921 | 11.5991 |