ResearchTasksSDE Solution ApproximationSDE Solution ApproximationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSynthetic SDE Missing Data drop 5% from 1kLogsig-RNN2.91MSE4Feb 26, 2026Synthetic SDE Down-sampling, 1k stepsLogsig-RNN2.16MSE4Feb 26, 2026Synthetic SDE High Frequency 50k stepsLogsig-RNN2.14MSE Error3Feb 26, 2026