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Benchmarks
Electricity load forecasting on French electricity-load 2019-2021 (Post-lockdown)
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573.6
RMSE
Per-regime best EWLS (hindsight)
553.496
689.198
824.9
960.602
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 (%)
Per-regime best EWLS (hindsight)
Regime length (days)=2...
2026.05
573.6
-
-
MELO (Base+EWLS)
Regime length (days)=2...
2026.05
579.3
327.8
36.1
MLpol on EWLS only
Regime length (days)=249
2026.05
584.1
-
-
Best single EWLS (γ = 0.9986, hindsight)
Regime length (days)=2...
2026.05
585.4
-
-
TabICL (online)
Regime length (days)=2...
2026.05
687.4
-
-
TabICL (online, +GRI)
Regime length (days)=2...
2026.05
699.5
-
-
MLpol on Base only
Regime length (days)=249
2026.05
907
-
-
GAM (best static overall)
Regime length (days)=249
2026.05
1,076.2
-
-
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