HVAC Load Forecasting on Smart Home Energy Forecasting Dataset (leave-one-split-out)
37.423State NRMSETSMixer-R
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TSMixer-REvaluation Protocol=Zero-shot leave-one-split-out2026.06 | 37.423 | 0.098 | 36.405 | 0.092 | 37.217 | 0.085 | 38.855 | 0.089 | |
| TimeXer-REvaluation Protocol=Zero-shot leave-one-split-out2026.06 | 38.814 | 0.1 | 42.709 | 0.106 | 43.136 | 0.098 | 36.817 | 0.083 | |
| LSTM-REvaluation Protocol=Zero-shot leave-one-split-out2026.06 | 44.099 | 0.11 | 43.765 | 0.105 | 44.201 | 0.1 | 42.766 | 0.111 | |
| Transformer-REvaluation Protocol=Zero-shot leave-one-split-out2026.06 | 44.78 | 0.111 | 46.222 | 0.109 | 44.535 | 0.097 | 44.229 | 0.112 |