Univariate Forecasting on Italian Dataset 5G Technology-wise
0.0019CRPSEMFusion
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EMFusionimputation=true, external conditions=false2025.12 | 0.0019 | 0.1518 | 0.4311 | 11.5743 | 66.95 | |
| NFimputation=true, external conditions=false2025.12 | 0.0024 | 0.2103 | 0.3111 | 18.5137 | 72.2 | |
| IQLSTMimputation=true, external conditions=false2025.12 | 0.0028 | 0.1901 | 0.2994 | 18.1656 | 66.5 | |
| VAEimputation=true, external conditions=false2025.12 | 0.0028 | 0.2298 | 0.3246 | 21.2987 | 57.09 | |
| DDPMimputation=true, external conditions=false2025.12 | 0.0031 | 0.2536 | 0.357 | 24.2072 | 71.12 | |
| LSTM-Dropoutimputation=true, external conditions=false2025.12 | 0.0038 | 0.2742 | 0.3224 | 28.75 | 14.29 | |
| WGANimputation=true, external conditions=false2025.12 | 0.0046 | 0.2674 | 0.3303 | 26.9596 | 0 | |
| TimeGradwindow_size=29, imputation=true, external conditions=false2025.12 | 0.0051 | 0.3912 | 0.9879 | 40.6475 | — | |
| TimeGradwindow_size=8, version=v2, imputation=true, external conditions=false2025.12 | 0.0111 | 0.3741 | 1.0243 | 21.8487 | — | |
| EMForecasterimputation=true, external conditions=false2025.12 | 0.0128 | 0.1802 | 0.2262 | 20.6762 | 34.69 |