ResearchTasks3D Mobile Robot NavigationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedOmniSafe Non-ideal (Mixed Degradation)AsyncShield76.7Success Rate (SR)4Apr 28, 2026OmniSafe Ideal (Fast & Stable Update)AsyncShield80Success Rate (SR)4Apr 28, 2026