A new 10-year, 39-country, 20-energy-type European electricity benchmark shows existing forecasting models, especially transformers, degrade under time-varying cross-energy correlations.
Oreshkin, Dmitri Carpov, Nicolas Chapados, and Yoshua Bengio
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Real-E: A Foundation Benchmark for Advancing Robust and Generalizable Electricity Forecasting
A new 10-year, 39-country, 20-energy-type European electricity benchmark shows existing forecasting models, especially transformers, degrade under time-varying cross-energy correlations.