ResearchBenchmarksOnline Conformal Prediction on AMZNOnline Conformal Prediction on AMZNFollow96.2Marginal CoverageDtACI91.72892.88994.0595.211Feb 3, 2026Evaluation resultsMethodMethodLinksMarginal CoverageLongest Error SequenceAvg Set SizeMedian Set SizeSet Size 75% QuantileSet Size 90% QuantileSet Size 95% QuantileDtACI2026.0296.24—60.4274——SFOGDlr=100lr=1002026.0294.7410257.5117288335P Ctrllr=0.5lr=0.52026.0294.6388.951.5107234324PI Ctrllr=0.5lr=0.52026.0294.6389.351108239321UP2026.0293.1382.849.197.4208292KT2026.0291.91899.457.2113276330