Univariate Forecasting on Italian Dataset Iliad (Operator-wise)
0.0043CRPSEMFusion
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EMFusionimputation=true, external conditions=false2025.12 | 0.0043 | 0.0997 | 0.1781 | 11.0273 | 52.25 | |
| WGANimputation=true, external conditions=false2025.12 | 0.0055 | 0.1419 | 0.178 | 15.6357 | 60.28 | |
| NFimputation=true, external conditions=false2025.12 | 0.0057 | 0.1505 | 0.1899 | 16.3322 | 69.26 | |
| IQLSTMimputation=true, external conditions=false2025.12 | 0.006 | 0.1484 | 0.2158 | 16.5989 | 64.66 | |
| EMForecasterimputation=true, external conditions=false2025.12 | 0.0061 | 0.1419 | 0.2031 | 16.0613 | 44.94 | |
| VAEimputation=true, external conditions=false2025.12 | 0.0063 | 0.163 | 0.204 | 17.8781 | 58.19 | |
| DDPMimputation=true, external conditions=false2025.12 | 0.0067 | 0.1741 | 0.2173 | 19.2858 | 90.22 | |
| LSTM-Dropoutimputation=true, external conditions=false2025.12 | 0.0072 | 0.1687 | 0.2004 | 20.5388 | 31.19 | |
| TimeGradwindow_size=29, imputation=true, external conditions=false2025.12 | 0.0084 | 0.2997 | 1.0983 | 29.7099 | — | |
| EMFusionimputation=true, external conditions=false2025.12 | 0.0169 | 0.1304 | 0.1772 | 14.2795 | 50.4 | |
| TimeGradwindow_size=8, version=v2, imputation=true, external conditions=false2025.12 | 0.0201 | 0.1785 | 1.02 | 15.6345 | — | |
| IQLSTMimputation=true, external conditions=false2025.12 | 0.0208 | 0.1742 | 0.2088 | 22.0082 | 69.61 | |
| NFimputation=true, external conditions=false2025.12 | 0.0224 | 0.1901 | 0.2271 | 22.0056 | 69.36 | |
| WGANimputation=true, external conditions=false2025.12 | 0.0237 | 0.1856 | 0.2216 | 21.6153 | 50.18 | |
| EMForecasterimputation=true, external conditions=false2025.12 | 0.0243 | 0.1706 | 0.2019 | 21.5334 | 34.5 | |
| VAEimputation=true, external conditions=false2025.12 | 0.0255 | 0.204 | 0.2424 | 24.0345 | 54.86 | |
| DDPMimputation=true, external conditions=false2025.12 | 0.0281 | 0.2266 | 0.2752 | 24.7179 | 75.38 | |
| LSTM-Dropoutimputation=true, external conditions=false2025.12 | 0.0311 | 0.2298 | 0.2626 | 32.2884 | 33.07 | |
| TimeGradwindow_size=29, imputation=true, external conditions=false2025.12 | 0.0329 | 0.3405 | 0.8942 | 89.2536 | — | |
| TimeGradwindow_size=8, version=v2, imputation=true, external conditions=false2025.12 | 0.0552 | 0.179 | 0.5465 | 26.7691 | — |