Long-term forecasting on ENN Natural Gas Heating Station (test)
0.202MSEHiMTM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiMTMPrediction Horizon=7, Zero-shot learning=true, Pre-trained=true2024.01 | 0.202 | 0.262 | |
| PatchTST*Prediction Horizon=7, Zero-shot learning=true, Pre-trained=true2024.01 | 0.225 | 0.291 | |
| HiMTMPrediction Horizon=15, Zero-shot learning=true, Pre-trained=true2024.01 | 0.272 | 0.292 | |
| PatchTST*Prediction Horizon=15, Zero-shot learning=true, Pre-trained=true2024.01 | 0.287 | 0.315 | |
| HiMTMPrediction Horizon=Avg, Zero-shot learning=true, Pre-trained=true2024.01 | 0.295 | 0.329 | |
| PatchTST*Prediction Horizon=Avg, Zero-shot learning=true, Pre-trained=true2024.01 | 0.322 | 0.355 | |
| HiMTMPrediction Horizon=30, Zero-shot learning=true, Pre-trained=true2024.01 | 0.344 | 0.35 | |
| HiMTMPrediction Horizon=60, Zero-shot learning=true, Pre-trained=true2024.01 | 0.364 | 0.412 | |
| PatchTST*Prediction Horizon=30, Zero-shot learning=true, Pre-trained=true2024.01 | 0.377 | 0.369 | |
| PatchTST*Prediction Horizon=60, Zero-shot learning=true, Pre-trained=true2024.01 | 0.401 | 0.445 |