Probabilistic Time Series Forecasting on 6 Datasets Aggregate (test)
95Coverage MeanNPTS
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| NPTS2026.05 | 95 | 1.432 | 0.507 | 0.438 | 0.407 | — | — | — | — | |
| NPTSWall min.=0.442026.05 | 95 | — | — | — | — | 4.353 | 1 | 4.344 | 1 | |
| SeasonalNPTSWall min.=0.312026.05 | 91 | — | — | — | — | 3.233 | 1 | 3.26 | 1 | |
| SeasonalNPTS2026.05 | 90.8 | 0.963 | 0.15 | 0.442 | 0.551 | — | — | — | — | |
| CSP-Fixedmode=Fixed2026.05 | 89.1 | 0.915 | 0.062 | 0.405 | 0.471 | — | — | — | — | |
| CSP-AdaptiveWall min.=0.272026.05 | 89 | — | — | — | — | 3.028 | 2 | 2.922 | 2 | |
| CSP-FixedWall min.=0.232026.05 | 89 | — | — | — | — | 3.094 | 1 | 2.988 | 1 | |
| CSP-Adaptivemode=Adaptive2026.05 | 88.8 | 0.915 | 0.062 | 0.405 | 0.472 | — | — | — | — | |
| AdaptiveWindowMCIWall min.=0.322026.05 | 70 | — | — | — | — | 3.621 | 0 | 3.513 | 0 | |
| AdaptiveWindowMCI2026.05 | 69.5 | 1.044 | 0.09 | 0.528 | 0.6 | — | — | — | — | |
| DeepNPTS2026.05 | 66.2 | 1.257 | 0.393 | 0.388 | 0.358 | — | — | — | — | |
| DeepNPTSWall min.=153.102026.05 | 66 | — | — | — | — | 3.595 | 1 | 3.519 | 1 |