ResearchTasks1-step forecasting1-step forecastingFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updated2D relativistic Maxwell (MW2) R1,2 (test)Transolver0.17MSE15Jul 7, 20263D Maxwell (MW3) R3 (test)Transolver0MSE15Jul 7, 2026Shallow-water equations SWE-1 R2 (test)C-CSCNN0.052MSE15Jul 7, 2026Navier-Stokes (NS) R2 (test)C-CSCNN0MSE15Jul 7, 2026UrbanEV DatasetPFGL1.312QS Score13Jun 30, 2026Shenzhen DatasetCentral1.594QS13Jun 30, 2026