ResearchTasksModel Learning from Noisy DataModel Learning from Noisy DataFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSWE (Shallow Water Equations) systemMUSIC4.27Full-field Avg Relative Error18Feb 26, 2026RD (Reaction-Diffusion) systemPIMLinc8.42Full-Field Relative Error12Feb 26, 2026FN (FitzHugh-Nagumo) systemMUSIC14.98Full-field Avg Relative Error12Feb 26, 2026