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Papers Benchmarks Datasets Tasks

Indoor Temperature Forecasting research benchmarks · SOTA2 Research

Indoor Temperature Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NEST Real-world (test)

1.614NRMSE

4

Jun 4, 2026

IDEAL Real-world (test)

3.687NRMSE

4

Jun 4, 2026

ECOBEE Real-world (test)

1.822NRMSE

4

Jun 4, 2026

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

1.04NRMSE (State)

4

Jun 4, 2026

Popular datasets

NEST Smart Home Energy Forecasting IDEAL ECOBEE

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