ResearchTasksOnline up-concave maximizationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedMonotone functions over convex sets containing the origin (0 in K)Zhang et al. (2022)0.5Alpha Regret (log-T)10Feb 26, 2026Non-monotone functions over general convex setsZhang et al. (2024)1Num Queries9Feb 26, 2026Monotone functions over general convex setsChen et al. (2018b)1Query Count7Feb 26, 2026
Monotone functions over convex sets containing the origin (0 in K)Zhang et al. (2022)0.5Alpha Regret (log-T)10Feb 26, 2026