ResearchBenchmarksRevenue Uplift Modeling on Online A/B Experiment Long Tail Sales programRevenue Uplift Modeling on Online A/B Experiment Long Tail Sales programFollow17.6Opportunity RateVALOR8.96811.20913.4515.691Apr 2, 2026Evaluation resultsMethodMethodLinksOpportunity RateIncremental RevenueAbsolute Lift (Δ)Confidence Interval RangeVALORModel Type=Challenger,...Model Type=Challenger, Components=Focal-ZILN and Value-Weighted Ranking2026.0417.61,185——IncumbentModel Type=Incumbent,...Model Type=Incumbent, Architecture=production baseline T-Learner2026.049.3445——