ResearchTasks1D Synthetic Regression1D Synthetic RegressionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedPeriodic synthetic regressionSTNP1.12Log-likelihood11May 12, 2026SawtoothSTNP2.92Log-likelihood11May 12, 2026Matérn synthetic regressionTETNP1.04Log-likelihood11May 12, 2026RBFSTNP1.41Log-likelihood11May 12, 2026