ResearchTasks1D linear advection predictionFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast Updated1D linear advection out-of-range (test)PI-DeepONet1.715Relative L2 Error6Apr 13, 20261D linear advection in-range (test)KAPI predictor1.166Relative L2 Error6Apr 13, 2026