Probabilistic Forecasting on ETTm1 (Pinball, CRPS, Coverage/Width)
0.1547Pinball LossTPS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TPSArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1547 | 0.3094 | 78.57 | 1.0325 | |
| NoneArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1556 | 0.3112 | 82.37 | 1.1709 | |
| FreqMaskArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.156 | 0.3119 | 81.2 | 1.1323 | |
| Dominant ShuffleArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.157 | 0.314 | 83.58 | 1.2382 | |
| FreqMixArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1572 | 0.3144 | 84.19 | 1.2664 | |
| FreqAddArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1589 | 0.3178 | 86.39 | 1.3929 | |
| UpsampleArchitecture=DLinear, Prediction Lengths={96, 192, 336, 720}, Seeds=52026.04 | 0.1648 | 0.3296 | 80.17 | 1.1829 |