Long-term forecasting on ENN Natural Gas Community (test)
0.213MSEHiMTM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiMTMPrediction Horizon=15, Zero-shot learning=true, Pre-trained=true2024.01 | 0.213 | 0.239 | |
| PatchTST*Prediction Horizon=15, Zero-shot learning=true, Pre-trained=true2024.01 | 0.218 | 0.251 | |
| HiMTMPrediction Horizon=30, Zero-shot learning=true, Pre-trained=true2024.01 | 0.227 | 0.258 | |
| PatchTST*Prediction Horizon=30, Zero-shot learning=true, Pre-trained=true2024.01 | 0.234 | 0.266 | |
| HiMTMPrediction Horizon=Avg, Zero-shot learning=true, Pre-trained=true2024.01 | 0.235 | 0.265 | |
| HiMTMPrediction Horizon=60, Zero-shot learning=true, Pre-trained=true2024.01 | 0.241 | 0.272 | |
| PatchTST*Prediction Horizon=Avg, Zero-shot learning=true, Pre-trained=true2024.01 | 0.243 | 0.28 | |
| PatchTST*Prediction Horizon=60, Zero-shot learning=true, Pre-trained=true2024.01 | 0.25 | 0.282 | |
| HiMTMPrediction Horizon=120, Zero-shot learning=true, Pre-trained=true2024.01 | 0.261 | 0.293 | |
| PatchTST*Prediction Horizon=120, Zero-shot learning=true, Pre-trained=true2024.01 | 0.27 | 0.321 |