ResearchTasksNonparametric RegressionNonparametric RegressionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSobolev space HmWang and Jing (2022)-2Convergence Rate5Jul 9, 2026Synthetic Nonparametric Regression Scenario dX=10 (test)deep bootstrap framework0.946CP3Feb 26, 2026Nonparametric regression on [-1, 1]^dDUPA (algorithm 1)2Training Time Complexity2Mar 10, 2026