ResearchBenchmarksOnline Conformal Prediction on Electricity DemandOnline Conformal Prediction on Electricity DemandFollow95Marginal CoverageSFOGD92.60893.22993.8594.471Feb 3, 2026Evaluation resultsMethodMethodLinksMarginal CoverageLongest Error SequenceAverage Set SizeMedian Set SizeSet Size (75% Quantile)Set Size (90% Quantile)Set Size (95% Quantile)SFOGDlr=1lr=12026.029520.5610.5520.6640.7720.862P Ctrllr=0.5lr=0.52026.029510.5280.5240.6370.7420.806PI Ctrllr=0.5lr=0.52026.029520.5330.5250.650.7480.821DtACI2026.0293.96—0.530.5630.6190.671UP2026.0293.330.5070.4870.5930.7150.793KT2026.0292.770.5180.5060.5720.6350.664