ResearchTasksForward Temporal PredictionForward Temporal PredictionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedWildfireDiffUNet20.101nRMSE6Jun 4, 2026RealPDE-FSIUNet0.039nRMSE6Jun 4, 2026HEAT-PLIUNet0.02nRMSE6Jun 4, 2026CloverleafDiffUNet20.038nRMSE6Jun 4, 2026Shallow-waterUNet0.001nRMSE6Jun 4, 2026