Deterministic Load Forecasting on Nongfu Forecast horizon is 1 h
636.33RMSE (kW)Chronos
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Chronos2024.11 | 636.33 | 474.6 | 3.21 | |
| AutoETS2024.11 | 693.64 | 513.04 | 3.44 | |
| PatchTST2024.11 | 729.63 | 555.93 | 3.79 | |
| TFT2024.11 | 758.58 | 573.95 | 3.86 | |
| AutoARIMA2024.11 | 835.28 | 613.51 | 4.12 | |
| CSBA2024.11 | 1,666.7 | 1,389.97 | 8.95 | |
| DeepAR2024.11 | 1,701.7 | 1,421.39 | 9.55 | |
| SNM2024.11 | 2,079.68 | 1,577.91 | 10.49 | |
| NPTS2024.11 | 2,219.12 | 1,812.19 | 12.06 | |
| TimeLLM2024.11 | 2,979.68 | 2,392.67 | 14.83 |