ResearchBenchmarksOnline Conformal Prediction on AXPOnline Conformal Prediction on AXPFollow95.6Marginal CoverageDtACI91.85692.82893.894.772Feb 3, 2026Evaluation resultsMethodMethodLinksMarginal CoverageLongest Error SequenceAvg Set SizeMedian Set SizeSet Size (Q75)Set Size (Q90)Set Size (Q95)DtACI2026.0295.66—12.621.8——SFOGDLearning rate (lr)=25Learning rate (lr)=252026.0294.8316.413.821.532.336.1P CtrlLearning rate (lr)=0.1Learning rate (lr)=0.12026.0294.2716.813.121.532.436.6PI CtrlLearning rate (lr)=0.1Learning rate (lr)=0.12026.0294.1516.113.220.93235.9UP-OCP2026.0293.2414.811.518.832.338KT2026.02921516.912.924.932.536.1