Univariate Forecasting on Italian Dataset Operator-wise W3
0.0099CRPSEMFusion
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EMFusionimputation=true, external conditions=false2025.12 | 0.0099 | 0.1132 | 0.1639 | 12.1131 | 52.19 | |
| NFimputation=true, external conditions=false2025.12 | 0.0134 | 0.1732 | 0.2126 | 19.5926 | 72.44 | |
| WGANimputation=true, external conditions=false2025.12 | 0.0138 | 0.1741 | 0.2096 | 20.5489 | 62.22 | |
| IQLSTMimputation=true, external conditions=false2025.12 | 0.0146 | 0.1742 | 0.2179 | 19.3497 | 67.87 | |
| VAEimputation=true, external conditions=false2025.12 | 0.0146 | 0.1842 | 0.2236 | 21.5268 | 66.11 | |
| EMForecasterimputation=true, external conditions=false2025.12 | 0.0147 | 0.1585 | 0.1937 | 18.5124 | 37.61 | |
| TimeGradwindow_size=29, imputation=true, external conditions=false2025.12 | 0.0203 | 0.3184 | 1.0497 | 48.2214 | — | |
| LSTM-Dropoutimputation=true, external conditions=false2025.12 | 0.0232 | 0.2515 | 0.2747 | 34.6254 | 31.17 | |
| DDPMimputation=true, external conditions=false2025.12 | 0.0338 | 0.3945 | 0.4217 | 42.9547 | 28.02 | |
| TimeGradwindow_size=8, version=v2, imputation=true, external conditions=false2025.12 | 0.0367 | 0.2124 | 0.7484 | 18.9919 | — |