Univariate Forecasting on Italian Dataset Technology-wise 3G
0.0085CRPSEMFusion
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EMFusionimputation=true, external conditions=false2025.12 | 0.0085 | 0.1153 | 0.1564 | 13.1791 | 52.88 | |
| IQLSTMimputation=true, external conditions=false2025.12 | 0.0134 | 0.1841 | 0.2256 | 20.9445 | 63.17 | |
| EMForecasterimputation=true, external conditions=false2025.12 | 0.0139 | 0.1688 | 0.2122 | 19.6655 | 36.68 | |
| WGANimputation=true, external conditions=false2025.12 | 0.0146 | 0.2003 | 0.2339 | 23.71 | 54.25 | |
| NFimputation=true, external conditions=false2025.12 | 0.015 | 0.2153 | 0.2534 | 24.2409 | 62.59 | |
| DDPMimputation=true, external conditions=false2025.12 | 0.015 | 0.2132 | 0.2536 | 26.5512 | 76.83 | |
| VAEimputation=true, external conditions=false2025.12 | 0.0168 | 0.2227 | 0.2606 | 26.1413 | 45.59 | |
| LSTM-Dropoutimputation=true, external conditions=false2025.12 | 0.0196 | 0.2728 | 0.2991 | 44.0706 | 48 | |
| TimeGradwindow_size=29, imputation=true, external conditions=false2025.12 | 0.0267 | 0.3133 | 0.9559 | 61.6179 | — | |
| TimeGradwindow_size=8, version=v2, imputation=true, external conditions=false2025.12 | 0.0339 | 0.204 | 0.6425 | 24.7493 | — |