Probabilistic Forecasting on ETTh1 (Pinball, CRPS, Coverage/Width)
0.1727Pinball LossTPS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TPSArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1727 | 0.3454 | 79.23 | 1.2315 | |
| NoneArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1752 | 0.3504 | 82.78 | 1.3893 | |
| Dominant ShuffleArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1753 | 0.3505 | 84.19 | 1.4582 | |
| FreqMixArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1774 | 0.3546 | 84.2 | 1.4729 | |
| UpsampleArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1778 | 0.3555 | 82.3 | 1.4152 | |
| FreqAddArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1785 | 0.357 | 87.4 | 1.6811 | |
| FreqMaskArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1788 | 0.3575 | 86.55 | 1.6418 |