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Benchmarks
Electricity load forecasting on French electricity-load 2019-2021 (Overall)
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655.8
RMSE
MELO (Base+EWLS)
630.1
803.575
977.05
1,150.525
May 7, 2026
RMSE
RMSE Reduction vs Base (MW)
RMSE Reduction vs Base (%)
Updated 26d ago
Evaluation Results
Method
Method
Links
RMSE
RMSE Reduction vs Base (MW)
RMSE Reduction vs Base (%)
MELO (Base+EWLS)
Regime length (days)=7...
2026.05
655.8
348.3
34.7
Per-regime best EWLS (hindsight)
Regime length (days)=7...
2026.05
662.8
-
-
MLpol on EWLS only
Regime length (days)=746
2026.05
673.2
-
-
Best single EWLS (γ = 0.9986, hindsight)
Regime length (days)=7...
2026.05
687.5
-
-
TabICL (online, +GRI)
Regime length (days)=7...
2026.05
723.4
-
-
MLpol on Base only
Regime length (days)=746
2026.05
1,004
-
-
TabICL (online)
Regime length (days)=7...
2026.05
1,036.2
-
-
GAM (best static overall)
Regime length (days)=746
2026.05
1,298.3
-
-
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