Univariate Forecasting on Italian Dataset Technology-wise 2G
0.0016CRPSEMFusion
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EMFusionimputation=true, external conditions=false2025.12 | 0.0016 | 0.0821 | 0.1135 | 8.346 | 59.64 | |
| IQLSTMimputation=true, external conditions=false2025.12 | 0.0027 | 0.1342 | 0.1708 | 13.7036 | 56.7 | |
| NFimputation=true, external conditions=false2025.12 | 0.0028 | 0.1416 | 0.1773 | 14.3473 | 59.79 | |
| VAEimputation=true, external conditions=false2025.12 | 0.0028 | 0.1429 | 0.1786 | 14.3644 | 60.92 | |
| WGANimputation=true, external conditions=false2025.12 | 0.0028 | 0.1374 | 0.1747 | 13.752 | 53.91 | |
| DDPMimputation=true, external conditions=false2025.12 | 0.0029 | 0.1462 | 0.1858 | 15.0905 | 82.02 | |
| LSTM-Dropoutimputation=true, external conditions=false2025.12 | 0.0033 | 0.1388 | 0.1699 | 14.42 | 32.48 | |
| TimeGradwindow_size=29, imputation=true, external conditions=false2025.12 | 0.0059 | 0.3761 | 2.2558 | 38.7363 | — | |
| TimeGradwindow_size=8, version=v2, imputation=true, external conditions=false2025.12 | 0.0072 | 0.1746 | 1.984 | 16.9011 | — | |
| EMForecasterimputation=true, external conditions=false2025.12 | 0.0104 | 0.1682 | 0.2156 | 19.0429 | 37.4 |