ResearchTasksIrregular Time-Series PredictionIrregular Time-Series PredictionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSynthetic Real Dynamics OOD 1.0 (test)NESDE0.332MSE4Feb 26, 2026Synthetic Real Dynamics Standard 1.0 (test)GRU-ODE-Bayes0.219MSE4Feb 26, 2026Synthetic Complex Dynamics OOD 1.0 (test)NESDE0.178MSE4Feb 26, 2026Synthetic Complex Dynamics Standard 1.0 (test)NESDE0.176MSE4Feb 26, 2026