ResearchTasksGlobal field reconstructionFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedSWE Synthetic PDESIREN-PINN0.18RMSE9May 20, 2026Pollution Synthetic PDEFourier-MLP0.433RMSE9May 20, 2026Heat Synthetic PDERecFNO0.177RMSE9May 20, 2026