ResearchTasksVision-Language Navigation Failure IdentificationVision-Language Navigation Failure IdentificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMem2EgoCanTest61.4Perception Rate4Apr 29, 2026MGDMCanTest74.7Perception Failure Rate4Apr 29, 2026ApexNavRandom20.4Perception Failure Rate4Apr 29, 2026