Hourly Heat Demand Forecasting on DMA A
99.76MAEWavelet-CNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Wavelet-CNNForecasting horizon=24 hours2026.03 | 99.76 | 5.26 | 0.24 | |
| TimeMixerForecasting horizon=24 hours2026.03 | 173.63 | 7.81 | 0.6 | |
| DLinearForecasting horizon=24 hours2026.03 | 173.71 | 7.93 | 0.6 | |
| TSMixerForecasting horizon=24 hours2026.03 | 174.32 | 7.91 | 0.6 | |
| SARIMAXForecasting horizon=24 hours2026.03 | 176.08 | 8.96 | 0.61 | |
| XGBoostForecasting horizon=24 hours2026.03 | 183.25 | 9.81 | 0.67 | |
| Chronos-2Forecasting horizon=24 hours2026.03 | 183.71 | 9.38 | 0.73 | |
| TimesNetForecasting horizon=24 hours2026.03 | 183.89 | 8.09 | 0.67 | |
| PatchTSTForecasting horizon=24 hours2026.03 | 184.27 | 8.44 | 0.65 | |
| LSTMForecasting horizon=24 hours2026.03 | 187.62 | 9.56 | 0.71 | |
| TTM Fine-tunedForecasting horizon=24 hours, Fine-tuned=true2026.03 | 191.47 | 10.08 | 0.73 | |
| InformerForecasting horizon=24 hours2026.03 | 208.51 | 9.42 | 0.79 | |
| AutoformerForecasting horizon=24 hours2026.03 | 241.86 | 11.52 | 1.03 | |
| PreformerForecasting horizon=24 hours2026.03 | 320.68 | 21.37 | 1.69 |