Total Load Forecasting on Smart Home Energy Forecasting Dataset (leave-one-split-out)
42.892State NRMSETSMixer-R
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TSMixer-REvaluation Protocol=Zero-shot leave-one-split-out2026.06 | 42.892 | 0.173 | 44.363 | 0.175 | 44.959 | 0.165 | 45.249 | 0.166 | |
| TimeXer-REvaluation Protocol=Zero-shot leave-one-split-out2026.06 | 43.586 | 0.174 | 47.884 | 0.186 | 48.261 | 0.175 | 47.554 | 0.172 | |
| LSTM-REvaluation Protocol=Zero-shot leave-one-split-out2026.06 | 46.878 | 0.197 | 47.926 | 0.2 | 48.082 | 0.18 | 46.546 | 0.205 | |
| Transformer-REvaluation Protocol=Zero-shot leave-one-split-out2026.06 | 49.774 | 0.203 | 50.574 | 0.199 | 49.713 | 0.184 | 48.527 | 0.204 |