ResearchTasksPreference-aligned decision makingFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedMobile Manipulation (test)Adaptive CLIPR67.1Accuracy10May 14, 2026Housekeep (test)Adaptive CLIPR42.5Accuracy10May 14, 2026AmbiK (test)Adaptive CLIPR84.6Accuracy10May 14, 2026