Deterministic Load Forecasting on Nongfu Forecast horizon is 6 h
1,022.03RMSE (kW)Chronos
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Chronos2024.11 | 1,022.03 | 771.52 | 5.27 | |
| PatchTST2024.11 | 1,425.9 | 1,084.89 | 7.52 | |
| AutoETS2024.11 | 1,509.99 | 1,076.14 | 7.4 | |
| TFT2024.11 | 1,529.27 | 1,115.33 | 7.68 | |
| AutoARIMA2024.11 | 1,597.59 | 1,163.6 | 7.8 | |
| CSBA2024.11 | 1,894.37 | 1,558.79 | 10.08 | |
| SNM2024.11 | 2,079.68 | 1,577.91 | 10.49 | |
| NPTS2024.11 | 2,229.42 | 1,819.27 | 12.09 | |
| TimeLLM2024.11 | 2,241.7 | 1,750.86 | 11.94 | |
| DeepAR2024.11 | 3,717.84 | 2,859.88 | 19.9 |