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Indoor Temperature Forecasting on ECOBEE Real-world (test)

1.822NRMSETimeXer-R
1.683082.620793.55854.49621Jun 1, 2026

Evaluation results

MethodLinks
TimeXer-RMode=Zero-shot, Training Split=US States I (400 homes)2026.061.8220.757
TSMixer-RMode=Zero-shot, Training Split=US States I (400 homes)2026.061.8590.76
Transformer-RMode=Zero-shot, Training Split=US States I (400 homes)2026.064.3281.771
LSTM-RMode=Zero-shot, Training Split=US States I (400 homes)2026.065.2952.2