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Electricity load forecasting research benchmarks · SOTA2 Research

Electricity load forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Australian half-hourly electricity load dataset 2019.01 to 2021.12

201.736RMSE

19

Feb 26, 2026

French electricity-load 2019-2021 (Overall)

MELO (Base+EWLS)

655.8RMSE

8

May 8, 2026

French electricity-load 2019-2021 (Post-lockdown)

Per-regime best EWLS (hindsight)

573.6RMSE

8

May 8, 2026

French electricity-load 2019-2021 (Lockdown)

Per-regime best EWLS (hindsight)

998.8RMSE

8

May 8, 2026

French electricity-load Pre-lockdown 2019-2021

MELO (Base+EWLS)

623.1RMSE

8

May 8, 2026

ICED/NASA POWER Chandigarh dataset 24-Hour Horizon (test)

15.77MAE (MW)

6

Jun 17, 2026

ICED/NASA POWER Chandigarh dataset 1-Hour Horizon (test)

5.45MAE (MW)

6

Jun 17, 2026

Popular datasets

French electricity-load Australian half-hourly electricity load ICED/NASA POWER Chandigarh ICED/NASA POWER Chandigarh dataset

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