Probabilistic Forecasting on ETTh2 (Pinball, Coverage, Width)
0.1636Pinball LossTPS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TPSArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1636 | 0.3273 | 73.91 | 1.0239 | |
| UpsampleArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1693 | 0.3387 | 75.71 | 1.1593 | |
| FreqMaskArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1718 | 0.3436 | 78.19 | 1.2848 | |
| Dominant ShuffleArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1723 | 0.3446 | 80.04 | 1.3726 | |
| FreqMixArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1743 | 0.3486 | 82.16 | 1.4943 | |
| NoneArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1764 | 0.3527 | 79.05 | 1.356 | |
| FreqAddArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1827 | 0.3654 | 85.21 | 1.7097 |