ResearchTasksAutonomous Exploration PlanningAutonomous Exploration PlanningFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedForest simulation sceneSparse Topological Map Guidance4.84Map Update (ms)3May 11, 2026Tunnel simulation sceneSparse Topological Map Guidance6.78Map Update Latency (ms)3May 11, 2026