Hourly Heat Demand Forecasting on DMA B
164.81MAEWavelet-CNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Wavelet-CNNForecasting horizon=24 hours2026.03 | 164.81 | 4.44 | 0.53 | |
| TimeMixerForecasting horizon=24 hours2026.03 | 257.28 | 7.8 | 1.31 | |
| DLinearForecasting horizon=24 hours2026.03 | 257.88 | 7.9 | 1.32 | |
| TSMixerForecasting horizon=24 hours2026.03 | 258 | 7.83 | 1.31 | |
| PatchTSTForecasting horizon=24 hours2026.03 | 264.71 | 8.04 | 1.39 | |
| TimesNetForecasting horizon=24 hours2026.03 | 269.62 | 8.08 | 1.48 | |
| SARIMAXForecasting horizon=24 hours2026.03 | 285.97 | 7.2 | 1.69 | |
| InformerForecasting horizon=24 hours2026.03 | 306.92 | 9.3 | 1.75 | |
| XGBoostForecasting horizon=24 hours2026.03 | 318.31 | 8.58 | 1.85 | |
| TTM Fine-tunedForecasting horizon=24 hours, Fine-tuned=true2026.03 | 320.25 | 8.28 | 1.98 | |
| LSTMForecasting horizon=24 hours2026.03 | 327.49 | 8.7 | 2.06 | |
| Chronos-2Forecasting horizon=24 hours2026.03 | 353.8 | 8.89 | 2.6 | |
| AutoformerForecasting horizon=24 hours2026.03 | 385.94 | 12.51 | 2.62 | |
| PreformerForecasting horizon=24 hours2026.03 | 627.2 | 21.12 | 6.37 |