ResearchBenchmarksOnline Conformal Prediction on AAPLOnline Conformal Prediction on AAPLFollow95.8Marginal CoverageDtACI91.32892.48993.6594.811Feb 3, 2026Evaluation resultsMethodMethodLinksMarginal CoverageLongest Error SequenceAverage Set SizeMedian Set SizeSet Size 75% QuantileSet Size 90% QuantileSet Size 95% QuantileDtACI2026.0295.84—1455.8——SFOGDLearning rate (lr)=25Learning rate (lr)=252026.0294.5423.713.836.95974P CtrlLearning rate (lr)=0.5Learning rate (lr)=0.52026.0294.5222.81329.263.777.4PI CtrlLearning rate (lr)=0.1Learning rate (lr)=0.12026.0294.1523.213.733.359.874.5UP2026.0293.2221.611.727.360.175.9KT2026.0291.51624.414.539.858.875.9