Univariate Forecasting on Italian Dataset TIM (Operator-wise)
0.0067CRPSEMFusion
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EMFusionimputation=true, external conditions=false2025.12 | 0.0067 | 0.1433 | 0.2143 | 14.1847 | 58.51 | |
| TimeGradwindow_size=29, imputation=true, external conditions=false2025.12 | 0.0094 | 0.423 | 1.331 | 52.4586 | — | |
| IQLSTMimputation=true, external conditions=false2025.12 | 0.0098 | 0.2272 | 0.2905 | 23.7362 | 65.43 | |
| EMForecasterimputation=true, external conditions=false2025.12 | 0.0103 | 0.2042 | 0.2499 | 22.555 | 29.67 | |
| NFimputation=true, external conditions=false2025.12 | 0.011 | 0.2674 | 0.3344 | 30.5366 | 65.99 | |
| VAEimputation=true, external conditions=false2025.12 | 0.0121 | 0.288 | 0.3504 | 33.7195 | 53.63 | |
| DDPMimputation=true, external conditions=false2025.12 | 0.0131 | 0.3078 | 0.4063 | 35.0737 | 76.78 | |
| LSTM-Dropoutimputation=true, external conditions=false2025.12 | 0.0137 | 0.2944 | 0.3334 | 38.0923 | 31.38 | |
| WGANimputation=true, external conditions=false2025.12 | 0.0207 | 0.3413 | 0.3809 | 44.7403 | 0 | |
| TimeGradwindow_size=8, version=v2, imputation=true, external conditions=false2025.12 | 0.0271 | 0.3545 | 1.1546 | 34.5811 | — |