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HVAC Load Forecasting research benchmarks · SOTA2 Research

HVAC Load Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NEST Real-world (test)

75.933NRMSE

4

Jun 4, 2026

Smart Home Energy Forecasting Dataset (leave-one-split-out)

37.423State NRMSE

4

Jun 4, 2026

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NEST Smart Home Energy Forecasting Dataset

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